a

iris/tab_ddpm/2_3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.8479253770144584,6.358717978631155,1.9741868065939152,Iris-virginica
+1,6.106540158547014,2.6301578221400637,5.601679097064366,1.4325106598418733,Iris-virginica
+2,6.298915446008832,2.369105348605033,4.677147499580158,1.4972807623223126,Iris-versicolor
+3,6.584925091522684,3.0,5.82277339632992,2.2032401848677443,Iris-virginica
+4,5.668861592699447,2.874438068802847,4.520990556411383,1.3414114962132948,Iris-versicolor
+5,6.076921982398773,2.5924368246568754,5.538242868639883,1.3993966036313643,Iris-virginica
+6,5.097962076429941,3.494045849550002,1.3950148526451334,0.20104948226248393,Iris-setosa
+7,5.699249261132927,2.5901954731273467,3.9383444917360175,1.0563351549723403,Iris-versicolor
+8,6.787176217184543,2.865979719476657,4.68246797412045,1.396742306623034,Iris-versicolor
+9,5.0406461345818645,3.4979194544560004,1.388552680557548,0.20645404327202344,Iris-setosa
+10,5.585606398950788,2.9767404402940905,4.239428606804388,1.3273680976077449,Iris-versicolor
+11,5.322223116199471,3.749829761277471,1.5819898490013629,0.20078225372789918,Iris-setosa
+12,5.958551466130459,2.57078453318836,4.611988843640661,1.3006317987385922,Iris-versicolor
+13,5.027736839337637,2.459342401617665,3.170130464187684,1.0601410615012412,Iris-versicolor
+14,5.528544211999061,2.3830638331525638,3.6115068566086976,0.9870691653322934,Iris-versicolor
+15,6.5373126527386205,3.0,4.383959682906259,1.3887318883724546,Iris-versicolor
+16,5.528937525716307,2.555212566381853,4.17548042500816,1.1630177644754296,Iris-versicolor
+17,5.433417480849258,3.9,1.3442687760193992,0.38994225196295074,Iris-setosa
+18,5.044585397425597,2.429499344919363,3.454348948376965,1.0372684398335188,Iris-versicolor
+19,7.6370834917049155,2.8970994406946655,6.63251181765618,2.016458137658254,Iris-virginica
+20,4.680243269448511,3.4016911045794287,1.400802866383734,0.2995204025594351,Iris-setosa
+21,5.354124735392576,2.5957629551849,4.006177562801346,1.2735778893528904,Iris-versicolor
+22,4.632598424729368,3.4270417097993113,1.4000946893259212,0.29343419582248875,Iris-setosa
+23,4.999826822823484,2.0000025436248094,3.5733486141743915,1.03921597922979,Iris-versicolor
+24,5.380075835038074,3.3772505267752795,1.473121786448438,0.1982574572472759,Iris-setosa
+25,5.805758742353117,3.1508579818998244,4.553883670040966,1.528770294668794,Iris-versicolor
+26,5.728444107511657,3.0,4.265503085784186,1.4122016335977998,Iris-versicolor
+27,6.939784774805395,3.0877317497471375,5.150875391881351,2.284648155316978,Iris-virginica
+28,6.225903131360368,3.390704268261443,5.5625085074792056,2.412304413017694,Iris-virginica
+29,5.42841237202877,3.3976608589166406,1.510304012736761,0.3860013872809681,Iris-setosa
+30,7.02690178738733,2.6975515192549606,6.191210654876002,1.8353635965353459,Iris-virginica
+31,6.26997371473708,2.380123374909011,4.405260106152619,1.303019379623766,Iris-versicolor
+32,4.764610803175098,2.9941934340609753,1.3717463064055893,0.3695634422538929,Iris-setosa
+33,5.090916690380343,3.3689435002900887,1.4942258680233602,0.29685126241584797,Iris-setosa
+34,5.0293072023261605,2.0,3.7014734664680766,0.7783508525025218,Iris-versicolor
+35,7.899994698300796,3.7694359735229472,6.3314231406102195,1.9874400861431336,Iris-virginica
+36,6.784053387357615,2.7675602067598897,4.753391124852793,1.3916402586245733,Iris-versicolor
+37,5.036216354256858,2.0,3.703287844402992,1.016985392977782,Iris-versicolor
+38,6.580948441545853,3.229248847535601,5.321688851868988,2.0038344184261363,Iris-virginica
+39,5.887277722379922,3.273960024686671,4.45432083791345,1.5483126734339112,Iris-versicolor
+40,4.67092901341751,3.4292777447445943,1.4032995554573315,0.30076971877206826,Iris-setosa
+41,5.353123529775543,3.392533663731552,1.4957167396911761,0.29074015998863545,Iris-setosa
+42,6.892196445144186,3.0550265095695885,5.135281881917805,2.2842293800675444,Iris-virginica
+43,6.117550999480835,3.3916809792122486,4.512517718735582,1.5753508039906066,Iris-versicolor
+44,6.267940541271502,3.2347973940063066,4.680899794221167,1.5520634923118721,Iris-versicolor
+45,5.7500698326250514,2.7302734517756626,4.223156719941002,1.1133583283704966,Iris-versicolor
+46,6.778252815518483,3.0,5.513831466689931,2.082010829578628,Iris-virginica
+47,4.600206310810592,2.744184317722174,1.3336379014404578,0.3270108735218708,Iris-setosa
+48,6.346456123477067,2.9965126645790026,5.459205742589235,1.8094969701594454,Iris-virginica
+49,6.700719646474759,3.3077392906640317,5.687603164544769,2.079876291156311,Iris-virginica
+50,7.6794879212848075,2.7547150865509376,6.707596297732734,1.9767298442392331,Iris-virginica
+51,4.904861942565248,3.367370240627503,1.487383768080927,0.33935574156131365,Iris-setosa
+52,4.400000593386474,3.173436019228135,1.3062817641790292,0.1940321815021875,Iris-setosa
+53,6.5097702728377245,3.0,5.794592884927188,2.210856575842781,Iris-virginica
+54,7.9,3.824627256334903,6.440129437353916,1.9862106740286747,Iris-virginica
+55,5.277989461180599,2.7620764229839714,4.135423570201757,1.3894443393602198,Iris-versicolor
+56,4.977046402352204,2.0,3.487267993761065,0.9389653262486424,Iris-versicolor
+57,7.899997502776744,3.781676492740912,6.381730996970614,1.9914233862810362,Iris-virginica
+58,4.624421748384134,3.412291336760216,1.402250842011143,0.332688693149575,Iris-setosa
+59,5.726883436343346,2.788277838954183,4.599851740907272,1.2964576177220302,Iris-versicolor
+60,4.967955611384468,2.4076733948866265,3.0060807810329067,1.0650957427154821,Iris-versicolor
+61,5.227647548802357,3.662562688254581,1.501811077817983,0.19862079194728194,Iris-setosa
+62,5.247105031502178,3.4217206950941206,1.4974019272688106,0.31941835150756515,Iris-setosa
+63,7.696731594031524,2.6042360484260403,6.9,2.3029371023394214,Iris-virginica
+64,6.274867035073366,2.327486243793151,4.704677003644715,1.499806760524139,Iris-versicolor
+65,4.400001032543526,3.0960324713018506,1.3145875909816886,0.19987659564617932,Iris-setosa
+66,4.988134557919328,2.0,3.551869093557465,0.9464298884840157,Iris-versicolor
+67,6.621633431163375,3.15904939404616,5.783137675856047,2.2942605425497438,Iris-virginica
+68,4.400000445002476,2.882981479608611,1.4005164286982936,0.20267711689881734,Iris-setosa
+69,7.732470857888602,2.5635651704274207,6.9,2.303946145959171,Iris-virginica
+70,6.51524658107131,3.336670724242175,5.681319272449599,2.295964236345908,Iris-virginica
+71,6.770699972109313,3.2261162152514267,5.7775750556249,2.257334097892815,Iris-virginica
+72,5.575767756003869,3.0,4.583915003484173,1.5261481775680024,Iris-versicolor
+73,7.9,3.8135916698059935,6.371705822862381,1.9778016343272022,Iris-virginica
+74,4.593353593762614,3.58355761912701,1.0000006213480774,0.1960535409112321,Iris-setosa
+75,4.617917138857816,3.3288258884621706,1.3963782104902336,0.3137676261353732,Iris-setosa
+76,5.03548792186151,3.5853268813360177,1.3880863357492272,0.19861530831371488,Iris-setosa
+77,4.488439879020836,2.283392937735702,1.28945470239513,0.2946165813195779,Iris-setosa
+78,5.557046954032543,2.39978751445917,3.839902580370293,0.9917806007994834,Iris-versicolor
+79,4.929975811745344,3.410591274038612,1.552782747410108,0.25729890293209623,Iris-setosa
+80,4.497496047816622,2.272638628283143,1.3349656806760921,0.30840033924497445,Iris-setosa
+81,6.033387165061051,3.4050965029389197,4.550544044571034,1.6285270810990506,Iris-versicolor
+82,4.994599132593764,2.0,3.577200196286203,1.0084084159133024,Iris-versicolor
+83,5.297676549009616,3.415217136472415,1.4675469384773248,0.2125765074947215,Iris-setosa
+84,6.255461376210018,3.0,4.650207587897838,1.4388856146026021,Iris-versicolor
+85,5.715423383954407,3.0,4.302452493425926,1.3295762408002678,Iris-versicolor
+86,5.0469355848800035,2.464325945944576,2.9655909452186453,1.0916522987854709,Iris-versicolor
+87,6.29156266478891,2.4797359218493265,4.926322432639094,1.5118346314660167,Iris-versicolor
+88,6.703049051392301,3.092458354907036,4.7325182072792025,1.4994055159349151,Iris-versicolor
+89,5.412546910055323,3.4391888185759583,1.8062012577537747,0.19926519407180615,Iris-setosa
+90,6.186519410903036,3.2629319256548817,4.618467976834092,1.5407787799950767,Iris-versicolor
+91,6.621941929464394,3.268862444075212,5.623307514622229,2.1196463258426537,Iris-virginica
+92,6.824616120915055,3.032288441360953,5.536590235218824,2.2049335824503933,Iris-virginica
+93,5.34712994830803,3.4065138577097662,1.6257491870387386,0.21423762455932754,Iris-setosa
+94,6.729426981230936,3.288497181817211,5.767488755079155,2.1378645148131694,Iris-virginica
+95,4.400000601999672,2.962500272206106,1.3806295185458133,0.19788412206606515,Iris-setosa
+96,4.85972774708252,3.0,1.4525522375837567,0.1,Iris-setosa
+97,4.832007273845446,3.0,1.4158660376571202,0.1,Iris-setosa
+98,5.832476679930543,2.8153229054006443,4.44551805216201,1.2543719480420008,Iris-versicolor
+99,6.009241604291796,2.7823912029292894,4.741429219926446,1.5196529965467869,Iris-versicolor
+100,5.081811268334678,3.6985030586010317,1.4925447985067273,0.44872735704403754,Iris-setosa
+101,6.1718047950996855,2.3334239412561395,5.023752151097337,1.6701087046270682,Iris-virginica
+102,5.6604017466946255,2.9696777501685045,4.0238763329831695,1.3363251392715143,Iris-versicolor
+103,4.932909669204766,2.4519941465922677,3.201226979824818,1.0612766079363962,Iris-versicolor
+104,6.387981838965264,3.0,4.372043682377086,1.3753623658850707,Iris-versicolor
+105,7.566003606179418,2.8115546055586806,6.566132334972609,1.9236389977426223,Iris-virginica
+106,6.020298273447514,3.3931299484653303,4.52328901164216,1.559953160415993,Iris-versicolor
+107,7.050910663853324,3.0971387702334847,5.781275138654439,2.2285408783326517,Iris-virginica
+108,6.481356473079945,3.0,5.489688951007545,1.8192726982316916,Iris-virginica
+109,4.400000672883391,3.1556267472808264,1.3332953445055207,0.19965888019573214,Iris-setosa
+110,6.701393051800236,2.9805218836900025,5.5749025773071175,1.9795361196860513,Iris-virginica
+111,5.964307450170356,2.7981865200373397,4.671410439410586,1.1994918739238234,Iris-versicolor
+112,6.608017601387367,3.1453506241060403,4.787434825123905,1.5297025647213642,Iris-versicolor
+113,4.913046949577343,3.1303369160950454,1.7342437761990164,0.1,Iris-setosa
+114,6.6514121813416995,3.08015383972609,4.690081264544183,1.4919038350633436,Iris-versicolor
+115,5.4071150178176115,3.376984330771673,1.7670193641436738,0.19651274303152955,Iris-setosa
+116,5.251143931641847,2.758481523810401,4.060065954875971,1.4228278070836762,Iris-versicolor
+117,6.305764612626391,2.520417124174543,4.9254727324021434,1.521011611247563,Iris-versicolor
+118,6.419042149176772,2.9874202024639276,5.779368638895908,2.0865896604642407,Iris-virginica
+119,5.089106925754894,3.51383220836096,1.357936443072449,0.31268099592058707,Iris-setosa

iris/tab_ddpm/2_3/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1877253714397495,3.4063397455543085,1.4046558041963497,0.20239278403691444,Iris-setosa
+1,4.400000903035303,2.906146547052876,1.4028747043824674,0.20259716444197004,Iris-setosa
+2,5.405364843683276,3.7612480891471907,1.7036872270901422,0.3825566850785674,Iris-setosa
+3,5.406608247369736,3.8999992954727265,1.3166045323846443,0.38895503756423927,Iris-setosa
+4,5.776679811610233,2.748359668229026,4.098327079880506,1.095917278831358,Iris-versicolor
+5,4.849769492998231,3.0,1.385197562276956,0.2956885995608234,Iris-setosa
+6,5.009073694591868,2.0,3.496500747559511,1.0872243662415775,Iris-versicolor
+7,5.9662283723476195,2.862753183021964,5.366308617511225,1.8403219399171953,Iris-virginica
+8,6.110099345341739,3.3963376040632896,4.526647309317111,1.599367940914173,Iris-versicolor
+9,4.804713758251266,2.411065097303048,3.219623615886887,0.8765394025179318,Iris-versicolor
+10,6.586003148535029,3.045411055588913,4.612787028713446,1.4449619887559515,Iris-versicolor
+11,5.167786702929819,2.700636581260724,3.794843040696027,1.391230813037664,Iris-versicolor
+12,7.414552743910891,2.8627283018893865,6.379961537191201,1.8432793250771404,Iris-virginica
+13,6.016765749543879,2.964859060480449,4.490959135557292,1.5259427070147138,Iris-versicolor
+14,4.810087701845974,2.9737458144038738,1.3604533450683158,0.21320027303162917,Iris-setosa
+15,4.400000536625836,2.883903701997364,1.3894696564452933,0.18727243673812158,Iris-setosa
+16,5.0033915687263395,2.0,3.304674645888376,1.025156092343085,Iris-versicolor
+17,5.442998756911301,3.390895088448585,1.7162474429717,0.20914772464808787,Iris-setosa
+18,6.270732810817725,2.6041442379156203,5.023804291367532,1.524251026579209,Iris-versicolor
+19,6.4417371021248755,3.197274792166603,5.1656351309255015,1.976269806334159,Iris-virginica
+20,6.797462688586344,3.2115162547070146,5.848302144400404,2.2864916577751617,Iris-virginica
+21,6.729828472881334,3.2731567234796657,5.68078585667441,2.5,Iris-virginica
+22,7.712671123425693,2.585541077313541,6.8999986380299845,2.3174521263834333,Iris-virginica
+23,7.133291003293555,2.927738249005167,6.052189731913505,1.8462414064945074,Iris-virginica
+24,6.795148307933511,3.0837503208110624,5.766850126950529,2.2402665699260984,Iris-virginica
+25,4.899669969234043,3.0,1.4173130877727023,0.24188322198375248,Iris-setosa
+26,5.068666571809273,3.5090144339918297,1.4004697510847217,0.21008904943703743,Iris-setosa
+27,7.3319576891221265,3.065645943785095,6.220258670202348,2.205133635879394,Iris-virginica
+28,7.899998795474627,3.815173578147652,6.455784492381881,1.9954666667076764,Iris-virginica
+29,5.794015544158923,3.0,4.327277154023822,1.5311372174641449,Iris-versicolor
+30,6.092775604899058,2.8028196779230408,4.656998486568234,1.1690914859516912,Iris-versicolor
+31,5.806781527622115,2.750429793272703,4.305243404890495,1.1141790277440562,Iris-versicolor
+32,7.322690018348777,2.8998596525149556,6.24981032061438,1.7969107421488228,Iris-virginica
+33,7.514882973093992,3.0,6.535403037652267,2.0980122261580725,Iris-virginica
+34,6.792556631828579,3.231768464012334,5.81284421423927,2.2342047146929507,Iris-virginica
+35,5.403890814024379,3.7387358724111435,1.6330200577291214,0.32079441020568616,Iris-setosa
+36,5.919497511663229,2.96225918885569,5.077158324116283,1.8074141378062751,Iris-virginica
+37,6.648788213772694,3.0537201672985135,4.482825843442247,1.4973657089653158,Iris-versicolor
+38,5.909967214472879,3.081431083542102,4.439086551747174,1.4122631847178309,Iris-versicolor
+39,4.580092739374689,3.607954272916006,1.0,0.1933900383996971,Iris-setosa
+40,5.112115283817489,3.494882033218156,1.3794727998098912,0.19464313302234723,Iris-setosa
+41,4.82375030825231,3.0,1.4538693015622115,0.10000012631617053,Iris-setosa
+42,5.993747190083955,2.7126595977607924,5.044052090940469,1.566690266319718,Iris-versicolor
+43,6.693142746828779,2.7909735339456523,4.658394087677406,1.379700199390478,Iris-versicolor
+44,5.797262583795432,2.7769640827575652,4.023699350819603,1.0767572307698328,Iris-versicolor
+45,5.6141634371080915,3.7876029085554648,1.7911712969683176,0.2972300374624941,Iris-setosa
+46,6.349133274614264,3.3827487391306637,5.610824465522065,2.4002748363951842,Iris-virginica
+47,6.2484278979867565,2.215308534178866,4.510620676408185,1.4826648294420772,Iris-versicolor
+48,4.99422921369341,2.000000915258541,3.500398535325293,0.9832827476704356,Iris-versicolor
+49,5.213728634795938,3.7102504922579627,1.4937433656641794,0.20018648602062503,Iris-setosa
+50,5.6421645816032076,3.001954392124439,4.552514029659676,1.5203908626206604,Iris-versicolor
+51,4.4,2.9102411233698864,1.4005990594656224,0.196736493829003,Iris-setosa
+52,5.694141663989821,2.7520781174837463,3.9945669246768865,1.1957054615119493,Iris-versicolor
+53,7.697695204670401,2.602520119162099,6.899998893175138,2.312282243880174,Iris-virginica
+54,6.345881173729622,3.0,5.374319375524707,1.8987577499801205,Iris-virginica
+55,5.111126721133948,3.705971499131675,1.4969123937131388,0.36403510131689953,Iris-setosa
+56,6.654109090784674,3.2848021738578694,5.6400647164087365,2.111849560969558,Iris-virginica
+57,5.7023217475574635,2.863856776948298,4.231576854179027,1.2548440465877242,Iris-versicolor
+58,6.434540912553953,3.0,5.626489106039749,1.9727606275505918,Iris-virginica
+59,5.030944035382953,3.1988188988946704,1.4047694450126,0.2003840193401641,Iris-setosa
+60,5.825848926134555,2.9081109977473116,4.437601239755178,1.305136671420015,Iris-versicolor
+61,6.9151361381219925,3.096813301329594,5.072788533879981,2.312549622548099,Iris-virginica
+62,5.155370217034779,3.7666287581734856,1.7093275264854366,0.1992225845015156,Iris-setosa
+63,4.763233799072076,3.365339180737269,1.4659731755793783,0.2979889082097679,Iris-setosa
+64,4.4,2.909914885807704,1.4054462729365402,0.19401165467174597,Iris-setosa
+65,5.659401434076861,3.0,4.202728896171451,1.337385097978755,Iris-versicolor
+66,6.177681590866469,2.198958697992764,4.4961625386139294,1.465344850541803,Iris-versicolor
+67,4.809479888936498,2.332047768194234,3.3186248283876494,0.9222415886791622,Iris-versicolor
+68,5.128127869366884,2.4633364334088874,3.1181007155429867,1.022671980152495,Iris-versicolor
+69,4.897649872734917,3.0,1.4001848772188867,0.19999099087658354,Iris-setosa
+70,5.41843651315524,3.3750286978435513,1.9562835935656917,0.20312856630099807,Iris-setosa
+71,5.533860020450189,2.4852389762625657,3.891124373117125,1.106130202846471,Iris-versicolor
+72,4.512143812449619,2.275748487617463,1.2938501760293812,0.3177903700073696,Iris-setosa
+73,5.731362632594131,2.9869714565002794,4.560574826705573,1.4913872204679095,Iris-versicolor
+74,5.531426740297351,2.4209202788184165,3.7307316908527937,1.0001308090047225,Iris-versicolor
+75,5.7661971587832666,2.9879649480922277,4.0992842016286835,1.4456122247431753,Iris-versicolor
+76,4.942351168168762,2.4384283953043835,3.153000592197227,1.0315726148965507,Iris-versicolor
+77,4.4,3.0,1.385864681820174,0.19839231102453242,Iris-setosa
+78,4.882990927288451,2.4097597285489303,3.0332423184570434,0.9672222237952763,Iris-versicolor
+79,5.834014978403541,2.8115693164759796,5.1623268105713125,1.9059942660547813,Iris-virginica
+80,4.823867963938187,3.0,1.4317924210656146,0.10000014707845746,Iris-setosa
+81,5.166549898015053,3.3867535634719563,1.3828312000523932,0.20293180260252802,Iris-setosa
+82,6.683772295855399,3.316018265660849,5.686319998851714,2.499999407289668,Iris-virginica
+83,5.971628605896915,3.34852635145224,4.462331743014183,1.5222601067370767,Iris-versicolor
+84,6.937464092284518,3.087961851091682,5.131097426321788,2.304591867612726,Iris-virginica
+85,7.89999810405795,3.801669876261297,6.310373669797128,1.9837338127046387,Iris-virginica
+86,7.899998691629581,3.8021693528400475,6.3445303911813555,2.000817706840062,Iris-virginica
+87,7.6971215150329275,2.781409894848465,6.721719709501814,1.9948914837328182,Iris-virginica
+88,7.899998642224763,3.808409646538757,6.407336435196363,1.986968211799235,Iris-virginica
+89,5.380421405724594,3.9,1.2677521147437742,0.3403826484217414,Iris-setosa
+90,6.023766167831353,2.2178872586426626,5.049884314600591,1.4956930378375006,Iris-virginica
+91,5.0200727647984635,2.0000009605197877,3.5215887552273775,1.033244599347677,Iris-versicolor
+92,6.500106773119074,2.6390256185737377,4.701904517368456,1.345668335686522,Iris-versicolor
+93,6.273657668199778,2.814513867269606,4.284495312513776,1.2265655932149362,Iris-versicolor
+94,7.1841301964206465,2.8981586894904923,6.1882813257350735,1.7857660603717442,Iris-virginica
+95,5.445688737111807,2.9394491278159287,4.330915465139525,1.4504272458106464,Iris-versicolor
+96,5.108476883380943,3.497477799151671,1.3936900977198614,0.1967020691699916,Iris-setosa
+97,6.568735306400978,3.2012763750619,5.169295889058366,2.058518257891349,Iris-virginica
+98,6.764386471062858,3.0,5.462854644906563,2.107579735559649,Iris-virginica
+99,7.567766744031828,2.829107501225247,6.587533349907,1.9184071770637334,Iris-virginica
+100,7.734884801166573,2.605976098599789,6.9,2.2948802640673764,Iris-virginica
+101,5.942262317622041,3.364829859896122,4.563689035703965,1.5713231609366867,Iris-versicolor
+102,5.651607995254197,3.0,4.207457559021184,1.3269488926337873,Iris-versicolor
+103,6.608609944978332,3.210876042458239,5.106229197055107,2.0836530545629803,Iris-virginica
+104,6.5167857986945,2.942942735420973,4.316822029968587,1.3383190950666013,Iris-versicolor
+105,5.810782792937371,3.0856402880885776,4.360704006360168,1.3835998256650395,Iris-versicolor
+106,5.682987455779846,2.8211371376664967,4.393644948645437,1.260271727592301,Iris-versicolor
+107,5.618136030956074,2.9344174709761894,3.769101532457822,1.31049599775834,Iris-versicolor
+108,6.5748079212584924,3.0617249463875535,5.357203331860535,1.9309356394713815,Iris-virginica
+109,5.574008861946439,2.5538809228099577,4.159167933278729,1.1058345265833167,Iris-versicolor
+110,5.945757601246117,2.182795566262885,5.01610559020633,1.4795158450461452,Iris-virginica
+111,6.903814457015099,3.195129298310764,5.753318154348513,2.2947308461526035,Iris-virginica
+112,6.1704045768172024,2.359608206437188,4.9595565660570955,1.735636361128496,Iris-virginica
+113,4.761312445735107,3.0,1.3486937223573603,0.1,Iris-setosa
+114,4.592046637620014,3.354184447227115,1.380281307408088,0.3156244348280898,Iris-setosa
+115,4.894053855964261,3.108818267212033,1.6483336305163776,0.1,Iris-setosa
+116,6.792676451048274,3.0,5.487458409653645,2.0980491262342844,Iris-virginica
+117,6.726250511687779,2.769081273996946,4.667767302982049,1.3613118586810367,Iris-versicolor
+118,5.695140524068805,3.7884887430450513,1.501287790304535,0.3611351246905619,Iris-setosa
+119,6.319232673459342,3.2507641499430164,4.699941333954928,1.5326440357888431,Iris-versicolor

iris/tab_ddpm/2_3/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.571031948284499,2.5089807566427083,3.823097264838564,1.120217587693011,Iris-versicolor
+1,6.023205133965294,2.702307665722887,5.257370452163999,1.6178207410911112,Iris-versicolor
+2,5.935439582613241,3.0,5.141008847503941,1.825601738969848,Iris-virginica
+3,6.004473299093119,3.4034986431849896,4.474426632787427,1.5903953683580905,Iris-versicolor
+4,6.709411873921855,3.2999142899870297,5.718628477433215,2.4999994737075406,Iris-virginica
+5,5.723895765225077,2.9070056593313374,4.207696533602045,1.2993166466092063,Iris-versicolor
+6,4.899657843558286,2.4465696555648635,3.0396891868018283,0.8921027925930782,Iris-versicolor
+7,5.98531204435757,2.807434906232445,4.42870907544939,1.1641641538033758,Iris-versicolor
+8,6.786952618786424,2.8360003706820502,4.729096749916421,1.4038274086600846,Iris-versicolor
+9,7.6264812141401315,2.627684082310245,6.899988799452546,2.258682966733936,Iris-virginica
+10,5.022325236179961,2.0,3.5670399951418634,0.9376877379384911,Iris-versicolor
+11,5.955299824415636,3.0,4.153122806264198,1.5251388695381767,Iris-versicolor
+12,4.400000443325644,2.8614309420227073,1.4017319825925592,0.20451166386455816,Iris-setosa
+13,7.760747981588794,2.7910260974653505,6.775180726996488,2.0325289657133854,Iris-virginica
+14,5.046086847604514,3.7014236751478626,1.463791396726736,0.3433427108553272,Iris-setosa
+15,4.993579836042971,2.0,3.5403170603673515,1.0264381609227489,Iris-versicolor
+16,5.105432360665655,3.7728682598682366,1.595092108484274,0.20315555306540786,Iris-setosa
+17,7.647179285763619,2.8299851023086666,6.681212954601392,1.9721370652485557,Iris-virginica
+18,5.880081251376429,3.0,4.188893305105475,1.4875786952214383,Iris-versicolor
+19,5.957933070101911,3.401328579737847,4.470442956860284,1.5598460692213425,Iris-versicolor
+20,5.1085287675155415,3.63905981956943,1.4901954715324286,0.4413520428564488,Iris-setosa
+21,4.891572479461017,3.0,1.4023343024851693,0.20083730300490157,Iris-setosa
+22,5.9721565216333445,2.96965988979014,4.586576705896746,1.3568898590496286,Iris-versicolor
+23,5.924492675838568,2.93067110574657,4.543373279069758,1.482478053220738,Iris-versicolor
+24,6.842741289954437,3.1253343855079274,5.138465836814676,2.2628790253956463,Iris-virginica
+25,6.552907725539807,3.2703400285093664,5.498801264316843,2.3468339104512994,Iris-virginica
+26,4.803090460436891,3.0,1.3992574435410756,0.10000011924579116,Iris-setosa
+27,7.899998969579309,3.7882870972427884,6.338030276106211,1.9580428702049573,Iris-virginica
+28,5.311447291410164,3.425704776670608,1.465522880024842,0.32284704027417976,Iris-setosa
+29,6.68323588981298,2.503059250648653,5.750800363959303,1.7868476426532363,Iris-virginica
+30,4.494077069224621,2.320243352850314,1.30115195633389,0.2960233973872864,Iris-setosa
+31,6.6944104429444025,3.1095713736437722,4.687506027877098,1.494183861737621,Iris-versicolor
+32,6.246924697925603,2.4362028665675726,5.000434704555976,1.784204580002226,Iris-virginica
+33,7.72483834523911,2.819210190449081,6.712065784064314,2.023186639045554,Iris-virginica
+34,5.022809307777485,3.696835628406517,1.425574311518156,0.20270559593144533,Iris-setosa
+35,6.343423517552671,3.3930988706962997,5.63807202587306,2.4048506623432946,Iris-virginica
+36,6.04259982427458,3.402347856290915,4.570786937831766,1.6417988284585154,Iris-versicolor
+37,5.125168889216466,3.62317786648549,1.5903617971277935,0.3945670009083557,Iris-setosa
+38,5.263473071240148,3.393861770773187,1.4226149939370403,0.20077592216928253,Iris-setosa
+39,6.24827877783928,2.335772299514237,4.671921084223621,1.4900295985137988,Iris-versicolor
+40,5.934775908593745,2.7974033726463565,4.521334255491826,1.1851921357001938,Iris-versicolor
+41,6.6748564036087314,3.2854568806446394,5.697001776699482,2.0973733425786976,Iris-virginica
+42,6.521331503543301,2.9442821526859038,4.336774296730509,1.350245636943603,Iris-versicolor
+43,5.870955991096714,3.0,5.073118644725709,1.8221040218740383,Iris-virginica
+44,5.056274960813279,3.560065770539608,1.408974628839093,0.19613883014026295,Iris-setosa
+45,4.987678275441242,2.000000478789459,3.3561322085372347,1.0040987536905408,Iris-versicolor
+46,5.412123553254768,3.8999995861244754,1.3094754554134802,0.5013152891603896,Iris-setosa
+47,5.12302885429337,3.489184930461564,1.401252367113605,0.20284319339495,Iris-setosa
+48,4.991695772222505,2.0,3.4872341533085813,0.8558336201562704,Iris-versicolor
+49,6.522345408729905,3.208202680438025,5.071987784703876,2.026460182732207,Iris-virginica
+50,5.9915351207847705,2.183127633148088,5.060950261551905,1.4733732046146224,Iris-virginica
+51,6.300922229965213,2.226977735286986,4.512863269865708,1.505969864035277,Iris-versicolor
+52,5.598747276815452,2.9796546244214093,4.341432976081512,1.4559943985831731,Iris-versicolor
+53,6.329888676502691,2.299453009799802,4.673863087366507,1.485802399866079,Iris-versicolor
+54,5.745436036080369,2.765867427094627,4.606042219030502,1.2598563923110677,Iris-versicolor
+55,6.045403559249225,2.2297969643283326,5.004354541216364,1.5168179418407053,Iris-virginica
+56,6.208829773998837,3.2651150616938525,4.656142624040615,1.5520848421814322,Iris-versicolor
+57,5.8914854083749475,3.0,4.228755916196287,1.4909482522125488,Iris-versicolor
+58,6.292249685904824,2.874691264133895,5.627020455930509,1.7858253068388112,Iris-virginica
+59,6.8431559600576595,3.0815531881972076,5.270051084454985,2.2499109419479093,Iris-virginica
+60,4.984268136515716,2.0,3.46295190280393,1.0004560189114236,Iris-versicolor
+61,6.231510195496333,2.361113946339455,5.054189245691381,1.7630135345430684,Iris-virginica
+62,7.659922561083419,2.6026850424649983,6.9,2.3057388939916295,Iris-virginica
+63,6.293188606850635,3.020745502719982,5.113290178601429,1.828074562031224,Iris-virginica
+64,5.666360454105101,3.0015829049764955,4.53213924633936,1.5009530062343985,Iris-versicolor
+65,5.1894321910921075,2.515871872878227,3.100924614468842,1.1627400671551318,Iris-versicolor
+66,4.926189668280027,3.1529545932632073,1.870330418756469,0.1,Iris-setosa
+67,6.2750652546501495,2.4422027360649743,4.502190837306466,1.310969971430329,Iris-versicolor
+68,5.732256979044918,2.8128019722248343,4.566602165808567,1.3101526343370755,Iris-versicolor
+69,6.843839803042562,3.0,5.623517014057434,2.0599425042725454,Iris-virginica
+70,7.672780922560654,2.797687371452044,6.673884234162071,2.0138502337630313,Iris-virginica
+71,6.251289125667415,2.9388343586787355,4.403885518064619,1.3330520153752534,Iris-versicolor
+72,6.5399182923895465,3.0,5.921777280906834,2.163755025635057,Iris-virginica
+73,5.564999185112141,2.9141894967584676,3.6505949432995783,1.2860870618424793,Iris-versicolor
+74,5.600088048062974,2.716142536159112,4.465922104480325,1.221173246595721,Iris-versicolor
+75,4.500923756090061,2.336470728051701,1.3314022072310225,0.35645082364484015,Iris-setosa
+76,5.216163034456544,3.419564582521093,1.3959996108289632,0.20031887554377092,Iris-setosa
+77,4.4,2.935082810711905,1.4117126854511184,0.19771970618708037,Iris-setosa
+78,6.532411896755211,2.990993074629053,4.354967103777531,1.358467066376767,Iris-versicolor
+79,4.400000639874254,2.855648447213924,1.3476266950652698,0.19962497459115733,Iris-setosa
+80,5.026642357971798,3.403109932017442,1.5890402939008703,0.44758498806025304,Iris-setosa
+81,5.607816441280809,2.919098589230987,3.530111913892081,1.2936213418108797,Iris-versicolor
+82,6.026504019054529,2.705875714037796,5.091866283816098,1.5938332355492077,Iris-versicolor
+83,4.618655553087827,3.4099611009119726,1.4039198346282649,0.3414980496018592,Iris-setosa
+84,4.894816420507512,3.0,1.3848588717868209,0.20797183700808686,Iris-setosa
+85,5.024436765669546,3.585562356073613,1.366847815816548,0.2005853633394825,Iris-setosa
+86,6.017358147058055,2.9427976740036144,4.245339351895113,1.496553396188626,Iris-versicolor
+87,6.309989046003979,3.413924710675029,5.616694121232234,2.408411049579886,Iris-virginica
+88,7.699704566718911,2.622411686558552,6.899997629340953,2.268588647766329,Iris-virginica
+89,4.984151207248652,3.412657559412714,1.4939715866373997,0.43226294244171515,Iris-setosa
+90,4.591427887948382,3.6325932970073183,1.000000494153963,0.20694827150490214,Iris-setosa
+91,6.1614082058297015,2.193364590095767,4.512073841946252,1.496671043147047,Iris-versicolor
+92,6.0116577485729525,2.701527143127869,5.108415142352273,1.656226127237971,Iris-versicolor
+93,5.172802322194055,2.6894012040757294,3.8015929701084956,1.399298933633031,Iris-versicolor
+94,6.509607534481068,3.0,5.852712708232019,2.153980080979307,Iris-virginica
+95,7.712164687482776,2.978747356284412,6.694324323492254,2.085944405422753,Iris-virginica
+96,5.166005975664261,3.574580125369901,1.522530600013304,0.19839401572673027,Iris-setosa
+97,7.9,3.8328338162843614,6.422587882445972,2.01769864802711,Iris-virginica
+98,7.0421049054260125,3.0,5.83987468125807,2.161111705604791,Iris-virginica
+99,5.532373784645643,2.4569341372271984,3.7311309513717053,1.0563065837644787,Iris-versicolor
+100,5.164336621446164,3.6758482401005694,1.4920382645376424,0.2974413846741788,Iris-setosa
+101,7.646457572655872,2.931158343417402,6.6308998379732,2.0293449432822404,Iris-virginica
+102,5.978855527559509,3.4123526604332204,4.459642192772345,1.5782361014247253,Iris-versicolor
+103,6.376460807325015,3.2118980580224314,4.644166442579715,1.5535744184664333,Iris-versicolor
+104,4.968679067164863,2.477562280227178,3.4571719431601338,1.0905708521780577,Iris-versicolor
+105,6.104212937725427,2.561907912767746,5.189441817658621,1.9223744322741654,Iris-virginica
+106,4.400000826184152,2.900313746631787,1.4006848042803868,0.20322254668640077,Iris-setosa
+107,7.73256065006384,2.926070490177459,6.719171145733119,2.054275446614063,Iris-virginica
+108,4.584035155399496,3.61648181864325,1.0000003965784796,0.1989143777505865,Iris-setosa
+109,5.610497139669923,2.4851312059414083,3.9657228655401062,1.0779201171622477,Iris-versicolor
+110,7.6839488644686265,3.0,6.6834906679338095,2.0826077658663253,Iris-virginica
+111,5.052322696282539,3.524456185558061,1.401691956990242,0.2515435732215711,Iris-setosa
+112,5.349841311122527,3.4257962855105175,1.5121263127311844,0.2041734286173396,Iris-setosa
+113,4.891484080648245,3.0,1.409157863760262,0.20694105775328828,Iris-setosa
+114,6.684220281746817,3.083072800817471,4.670672603334732,1.4906049973438846,Iris-versicolor
+115,6.392128032883668,3.0473797874746325,5.227684724476724,1.8682704757720545,Iris-virginica
+116,5.953119139521053,2.735642502511741,4.69954293246284,1.1917949047920726,Iris-versicolor
+117,6.7243030887691555,3.1284456358486636,4.743297392308768,1.523527535388232,Iris-versicolor
+118,4.9918336680866,3.1587461345685806,1.4136598351093206,0.19704804438482493,Iris-setosa
+119,4.93454712540856,3.1012554623801476,1.411844993545599,0.22014798790974915,Iris-setosa

iris/tab_ddpm/2_3/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.001870053397065,3.3749088047115117,1.582722682455191,0.41556358409994243,Iris-setosa
+1,6.3170315608101,3.3795847812577247,5.610262057535326,2.3871161475678817,Iris-virginica
+2,6.700665374401672,2.8022548061250316,4.731209401415413,1.3790220912488114,Iris-versicolor
+3,5.72379922302077,2.7790836984310077,4.338862935649685,1.2395344409994777,Iris-versicolor
+4,5.0098330530894275,2.439961472260526,2.761066582007942,1.102009854849677,Iris-versicolor
+5,4.900535962145773,3.1145613200352686,1.6282420724340336,0.10000012869508071,Iris-setosa
+6,4.853236609953346,3.0432873725501155,1.4927120802281177,0.10000009840324632,Iris-setosa
+7,4.785497571297965,3.0,1.3664206747259358,0.1,Iris-setosa
+8,6.235580005728957,2.902814697013751,5.582470025374423,1.763948942981148,Iris-virginica
+9,5.700992217636331,2.8975783683011125,4.472584738642001,1.31462200553322,Iris-versicolor
+10,6.972751255624767,3.1751126203247604,5.714955424785942,2.288049044510558,Iris-virginica
+11,6.039506507021703,2.2233447999978977,4.991311958352095,1.4903490452137502,Iris-virginica
+12,7.303905969542142,2.9475227375714557,6.3433779973226985,1.9599431235344817,Iris-virginica
+13,5.077341880121956,2.4859876245285606,3.318900424297681,1.0597573918658778,Iris-versicolor
+14,5.0303236376021125,3.404979931279544,1.6614156225455035,0.44212779853804673,Iris-setosa
+15,5.316819188771509,3.7735074793308603,1.7840236582664073,0.2097433603582988,Iris-setosa
+16,7.899998387740972,3.8040982744110234,6.396432521517831,2.0031895653375322,Iris-virginica
+17,4.88034045059296,3.062812708544058,1.4730696871273934,0.1,Iris-setosa
+18,5.8196204207518525,2.6547106206323754,5.134065009326354,1.8925764190561856,Iris-virginica
+19,5.8087614074654725,3.0427210940240657,4.313173140919683,1.4542051721036304,Iris-versicolor
+20,5.704657654645531,2.9396414410517364,4.145413392511162,1.3104224489079355,Iris-versicolor
+21,7.699315727418288,2.6269644278425197,6.899998419391215,2.3037793365846504,Iris-virginica
+22,6.697114577916236,3.2974116918801855,5.682641439644688,2.4999993431709857,Iris-virginica
+23,6.577475533349208,3.265870003560827,5.517638410138002,2.043858607590347,Iris-virginica
+24,6.614106146779077,3.0820744547457917,5.855901985474164,2.264854702897672,Iris-virginica
+25,7.72428954763617,2.5900513954291915,6.9,2.3188160089880436,Iris-virginica
+26,5.589034595153055,2.5494868190710065,4.209662536500734,1.1735356449897674,Iris-versicolor
+27,7.9,3.8163239575709893,6.395791151149148,2.011106494587293,Iris-virginica
+28,4.829590922132182,3.0,1.422331326329208,0.1,Iris-setosa
+29,6.632388393059648,3.0,4.55062765875812,1.389683294801956,Iris-versicolor
+30,6.300431725515907,2.3204080467743093,4.47875700636064,1.3127683052320926,Iris-versicolor
+31,6.012199285908738,2.6918377944995573,5.1789376599147685,1.620929856089548,Iris-versicolor
+32,5.356694528199391,3.76648303593462,1.494957951623077,0.2997045859779489,Iris-setosa
+33,5.37729282379611,3.4062199538476046,1.499619276633925,0.20071559681223933,Iris-setosa
+34,5.302343950134754,3.4016457370092015,1.4969642799241956,0.42506203937144754,Iris-setosa
+35,6.602462557613051,3.0102218638683125,5.318517321678423,2.0013738401998458,Iris-virginica
+36,6.0942764790822315,2.680491414525682,5.602511220930751,1.4682898644125655,Iris-virginica
+37,6.063026715839652,2.7045860519669946,4.9303753589468,1.4932918030845963,Iris-versicolor
+38,4.997453203135861,3.597330341687449,1.4030291174790508,0.22154921480006112,Iris-setosa
+39,5.108312736078069,3.4096431616037566,1.4946508199289115,0.20187020700965858,Iris-setosa
+40,5.146478361419501,2.6949546508844486,3.9062148565329196,1.4095532396772663,Iris-versicolor
+41,6.689111988979578,3.2966858301148103,5.680979800071838,2.5,Iris-virginica
+42,5.784695712084574,2.5393557994716573,4.136356581964645,1.106988524099987,Iris-versicolor
+43,4.599918900515446,3.6012383289891687,1.000000408981659,0.19471020128691677,Iris-setosa
+44,4.897413205734342,3.0657824445975175,1.489971041806191,0.1,Iris-setosa
+45,4.991270121038672,2.0,3.476998529666099,0.722656371534719,Iris-versicolor
+46,5.085776963291005,3.7205371904104343,1.4763256827029603,0.21524614545859727,Iris-setosa
+47,4.898701951634521,3.1236759555917946,1.6374263494961685,0.1,Iris-setosa
+48,4.4,3.2334281487080037,1.3051257316871436,0.198070143025129,Iris-setosa
+49,4.991706869293168,2.0,3.3274278009207188,0.9476961038877083,Iris-versicolor
+50,5.973174663864737,3.3412663968583223,4.545555541974968,1.5841989156045972,Iris-versicolor
+51,5.6587753109089505,2.8887814810591323,3.9491017747488177,1.3178703054852106,Iris-versicolor
+52,6.8883402009738965,3.0988383643214235,5.065786894870307,2.2936223868853483,Iris-virginica
+53,5.782332236513061,2.7006103573124394,4.569943830247456,1.2005579625628926,Iris-versicolor
+54,6.683861978787161,3.2919850261520582,5.717713417527015,2.49999957228019,Iris-virginica
+55,6.692241973178838,2.480031190036451,5.832842060443501,1.8274638229988949,Iris-virginica
+56,6.242252261835272,3.3392065563415936,4.6591123133204135,1.5938590859787527,Iris-versicolor
+57,4.4,3.0,1.347117817542026,0.1801016465025675,Iris-setosa
+58,5.113427634817372,3.801965031814099,1.781633967240717,0.19617120433163693,Iris-setosa
+59,7.7073154163685835,2.5897397122818355,6.899998913237976,2.295626419297508,Iris-virginica
+60,6.1007665916224605,3.3760894608483984,4.520339658437761,1.5979910011960565,Iris-versicolor
+61,6.276188956620174,2.3102359701593778,4.496987067652024,1.3686691617412896,Iris-versicolor
+62,6.966411729136069,3.053905715034195,5.111491767888576,2.2883226896877007,Iris-virginica
+63,4.971142717145995,3.5108697409806715,1.4038486510679067,0.19874462265514703,Iris-setosa
+64,7.307214400691122,2.907212033371586,6.2378445722938665,1.8187932021256537,Iris-virginica
+65,5.9481119158655895,2.792978665321852,4.572507460826172,1.1595750734113095,Iris-versicolor
+66,6.689766347694465,3.099424140813543,4.703684836952391,1.4944454240177707,Iris-versicolor
+67,7.9,3.8091684099722776,6.349600885305395,1.980918081930352,Iris-virginica
+68,5.002057619624991,3.404881297472454,1.614672884977243,0.41804691111432146,Iris-setosa
+69,6.10277453310116,2.7776126928382703,5.572939383108022,1.6492505868728193,Iris-virginica
+70,6.308657005094242,2.5082287166130373,4.99886694989754,1.9193536765838257,Iris-virginica
+71,7.696073461483292,2.5998507140552,6.899998014351495,2.2616260452633115,Iris-virginica
+72,4.838385603681388,3.0,1.3764274177436677,0.22261116255577204,Iris-setosa
+73,7.899998757421581,3.812054107479367,6.404225342662572,1.9960487904795166,Iris-virginica
+74,5.865579661265436,2.8109905446011783,4.670306018144952,1.2778153314239857,Iris-versicolor
+75,6.321041806438696,3.266972805174586,5.607532576929098,2.3741768636696303,Iris-virginica
+76,5.067298450951742,3.556875586065921,1.3769325452654662,0.21605576506949084,Iris-setosa
+77,6.406443761073248,2.9042731696686275,4.280005754931478,1.2890975195396395,Iris-versicolor
+78,6.021508490426307,2.6602078612372595,5.104636844697837,1.6096655995824518,Iris-versicolor
+79,5.963151699860866,2.6282684786826627,5.059340709179979,1.8949731892987292,Iris-virginica
+80,5.325320567208451,3.384411589844176,1.4995762990084605,0.32183163724302283,Iris-setosa
+81,6.483442424223268,2.9542608469987903,4.595632417741336,1.3534212228286422,Iris-versicolor
+82,4.9880157702182615,2.0,3.5029922103070605,1.0509600433370283,Iris-versicolor
+83,6.068004155874474,2.669562184237595,5.081527638029632,1.5595179622597692,Iris-versicolor
+84,5.90162964413274,3.0,5.114854373005381,1.8151852820118328,Iris-virginica
+85,4.9059985054811,3.0,1.3882529209877594,0.20998390519988436,Iris-setosa
+86,7.690368733899587,2.619884635525464,6.899998836444427,2.292555334160985,Iris-virginica
+87,5.096244440024432,3.760840516947384,1.5918315660498066,0.20362921901810346,Iris-setosa
+88,4.986397471616696,2.000000754223814,3.4443257397716436,0.9641991739623474,Iris-versicolor
+89,5.689464587719299,3.0,4.5219106279121,1.4980398451120074,Iris-versicolor
+90,5.420542758641225,3.9,1.300248927084826,0.5056701200447191,Iris-setosa
+91,5.718339169845609,2.822641751659465,4.520965989692269,1.2702599338544223,Iris-versicolor
+92,5.069907092660817,3.787561552815659,1.7335006018569896,0.2021249863225755,Iris-setosa
+93,4.598177109224281,3.6050034926055763,1.0000004291923503,0.19658086832374772,Iris-setosa
+94,5.090386373075928,3.5081436482027235,1.3745872121141678,0.2826087400166436,Iris-setosa
+95,6.712335549839655,3.300663183914959,5.731017152892986,2.499998383349879,Iris-virginica
+96,4.995214099811271,3.389867029047504,1.5403805511988535,0.4389249533398884,Iris-setosa
+97,6.719710248703062,3.2897526213427475,5.692838367696566,2.4999993944677037,Iris-virginica
+98,5.395086910460524,3.384527860920191,1.4934736348494655,0.19326033006892696,Iris-setosa
+99,6.547296979013799,3.0098203502026237,5.930008339476052,2.2586806091555327,Iris-virginica
+100,6.672913537783933,3.114458316521745,4.686374370844094,1.4818557268498371,Iris-versicolor
+101,5.615595876336217,2.8872426104006355,3.7146235472266964,1.2709115560201902,Iris-versicolor
+102,5.006306956984887,2.517299517384187,3.465321279427474,1.2850883162025286,Iris-versicolor
+103,6.11666861008769,2.609118229074354,5.613991272041117,1.400664435668741,Iris-virginica
+104,5.593951662094398,2.560400458441839,3.8709666409590193,1.1164081543642714,Iris-versicolor
+105,4.918711314877186,3.269754325063678,1.4648023062494473,0.32546979354023453,Iris-setosa
+106,5.909387691190053,3.0,4.246099212532011,1.4854173661724739,Iris-versicolor
+107,5.604926767692037,2.942665898576638,3.700794660430917,1.3033220235201228,Iris-versicolor
+108,7.404831488215719,2.830476146208575,6.435962837328467,1.8563946464320407,Iris-virginica
+109,5.028166856033475,2.0,3.5062030214119533,1.019547459264148,Iris-versicolor
+110,7.697593636999834,2.5890537238513684,6.9,2.280908847745695,Iris-virginica
+111,6.763785432826984,2.897756853322325,4.7271609798233865,1.4060341577959963,Iris-versicolor
+112,5.953280570196095,2.8977986876016444,4.495436866740695,1.3128084033345884,Iris-versicolor
+113,7.9,3.789069860730939,6.399578028344989,2.018381959064014,Iris-virginica
+114,4.586501711756495,3.6242726559110046,1.0,0.20062627940105815,Iris-setosa
+115,7.688170868742231,2.9129364960195248,6.694024910217802,2.0427419108024787,Iris-virginica
+116,5.626316992228218,3.7694560820869967,1.5862336679675015,0.34001298081968284,Iris-setosa
+117,6.134175955275732,2.2921939163811276,5.124459519405115,1.541434484246668,Iris-virginica
+118,6.749354240547443,2.9841802378884354,5.6340315680107675,1.995395484017969,Iris-virginica
+119,7.9,3.8181841671745516,6.363021922649595,2.0200814139016248,Iris-virginica

iris/tab_ddpm/2_3/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.594404729937563,3.164686954491596,5.177610522291774,2.0321341307867153,Iris-virginica
+1,6.03517648751901,2.922746146810967,4.3033281509693895,1.3352523384297528,Iris-versicolor
+2,5.357460624836753,3.9,1.276803105437742,0.3816854053071914,Iris-setosa
+3,5.358586418974112,3.4053882832947893,1.49964674600412,0.4281470967963753,Iris-setosa
+4,6.898331320810655,3.1319034286080862,5.06700244134869,2.301416034499905,Iris-virginica
+5,5.943085459855085,2.680119116380837,4.828121796549752,1.4246858550414283,Iris-versicolor
+6,5.9049402480148645,3.0,4.26157464625049,1.5109431893567227,Iris-versicolor
+7,5.8467570168319565,2.746316279621241,4.23198607816753,1.008805930845679,Iris-versicolor
+8,6.46918483955628,3.1350730906033726,5.144436803157326,1.964557866340401,Iris-virginica
+9,4.898535574724347,3.0782353427398044,1.4859972925939784,0.1,Iris-setosa
+10,4.994406627906593,3.3479874909137908,1.4582958323208806,0.2068291365798079,Iris-setosa
+11,5.083372958564095,3.500533170908001,1.3971655557569505,0.2822443467974581,Iris-setosa
+12,7.749277303635446,2.876362307185992,6.7555567591048025,2.056963453989668,Iris-virginica
+13,6.321745894091314,2.3153046786773652,4.437057973782084,1.327903569238913,Iris-versicolor
+14,5.637280088705952,2.8946028283091367,4.014088010797083,1.2898899361432221,Iris-versicolor
+15,5.6102022382411025,2.523509060346013,3.823504337467409,0.981394803189493,Iris-versicolor
+16,6.148817659902463,3.0190532846721614,4.657396059195356,1.4588042995934682,Iris-versicolor
+17,4.761596257843152,2.993847429788784,1.38787250905394,0.2998285167065557,Iris-setosa
+18,5.164023178276677,3.7425994208959428,1.5307302578020423,0.1946144610755279,Iris-setosa
+19,5.269065637890755,3.771283866737936,1.556463241872258,0.2290592107751389,Iris-setosa
+20,7.899998399954304,3.7909014304994093,6.384517098743624,1.9944527889621846,Iris-virginica
+21,6.084102017351741,3.0,4.521214620086478,1.4647569477717157,Iris-versicolor
+22,6.246709433821052,2.376697628937715,5.005124076537489,1.8021343952494113,Iris-virginica
+23,4.824781386687466,3.0,1.402060742333444,0.10000009192597839,Iris-setosa
+24,5.847843005048361,2.78072219234057,4.761384745021156,1.47099000778655,Iris-versicolor
+25,4.803857417816193,3.4051848106156988,1.4926993025059643,0.21170409803225676,Iris-setosa
+26,4.556014409002223,3.405820632435873,1.3684356723622746,0.29615694951824595,Iris-setosa
+27,6.128764179265599,2.8092833304032148,4.697291140036317,1.2149391150034652,Iris-versicolor
+28,4.400000559182376,3.2081152723583433,1.2970538992079614,0.19951507914914732,Iris-setosa
+29,5.787393926613616,2.737203908007293,4.466126788655744,1.2099548974704926,Iris-versicolor
+30,5.868919944841257,2.902410307708793,5.090946027517129,1.8889434219395855,Iris-virginica
+31,6.580413853226707,2.514936776036169,5.7646606702760055,1.7560494709839127,Iris-virginica
+32,5.599893387245862,3.0,4.131059744106609,1.3038933170886067,Iris-versicolor
+33,4.90696868585375,3.090897959184848,1.4061939768223561,0.3510017398756987,Iris-setosa
+34,5.059413445870054,3.482678397087753,1.392068701733316,0.20264550587503377,Iris-setosa
+35,5.423621878056534,3.3721961959307407,1.8801422799803236,0.19619308205924715,Iris-setosa
+36,6.6138031466544,3.2863323160311237,5.581808980929715,2.0433437524039535,Iris-virginica
+37,6.372992942351127,2.838926985693593,4.2577081610241345,1.231624969046917,Iris-versicolor
+38,6.472607678288743,3.204523380298677,5.734321629744398,2.1956257074966885,Iris-virginica
+39,5.14485666115268,3.4709965323627614,1.3905118090706177,0.19901219838154532,Iris-setosa
+40,4.981417455176062,2.0,3.4547456558719114,1.036153474989678,Iris-versicolor
+41,5.361023127095142,3.402863619691789,1.585151520261017,0.4038003399729709,Iris-setosa
+42,5.6289507414600175,3.0,4.1465102609654245,1.31260029114612,Iris-versicolor
+43,5.200116585810936,2.641205105859695,3.7236138459359602,1.3254422102070842,Iris-versicolor
+44,6.364043763315533,2.8777013480307874,4.232363125889428,1.3118759122410981,Iris-versicolor
+45,4.939202768873789,2.432641993442002,2.8069383569701953,1.0335597224343331,Iris-versicolor
+46,6.2667969118371625,2.9722861794203514,4.3138841181093985,1.3916631305610312,Iris-versicolor
+47,5.438337776767497,2.422073902813476,3.74189565311713,0.9789604973440369,Iris-versicolor
+48,5.678543536818786,2.7637861876815637,4.561219394174161,1.2413122725781693,Iris-versicolor
+49,5.306995283596061,3.9,1.2763827496661289,0.37794206781314443,Iris-setosa
+50,5.404786289746832,2.588076305955029,3.6605285771848166,1.1575613517664616,Iris-versicolor
+51,4.913328711886078,3.0,1.3836454258412514,0.22057455724108752,Iris-setosa
+52,7.669832934217932,2.5998920753948473,6.899998861716635,2.3001431613047063,Iris-virginica
+53,4.772484174519467,3.3930052554821364,1.6478399119168026,0.19442859944228474,Iris-setosa
+54,6.088740848744062,2.6383321795341623,5.621392458640305,1.4126299119777426,Iris-virginica
+55,6.723409800132416,3.0925899108058945,4.713201354759399,1.4892009070969288,Iris-versicolor
+56,7.709354820034602,2.5973804645487384,6.899998791285154,2.2823399726974887,Iris-virginica
+57,6.4441819136240035,2.9770320995397492,4.328873006222305,1.3400596417343564,Iris-versicolor
+58,6.310594441589999,3.414865785993464,5.620902958504592,2.3961224982012075,Iris-virginica
+59,7.689375962360202,2.5836141969340516,6.9,2.287025183664837,Iris-virginica
+60,4.913106215185625,3.1093344346000213,1.4991222140002978,0.1,Iris-setosa
+61,5.2278186193742116,2.5064047126189757,3.409406448122245,1.0858552574149642,Iris-versicolor
+62,6.12297373003275,2.808358761580649,4.383021366073562,1.1574381652342884,Iris-versicolor
+63,5.013137269407202,2.0000007940912243,3.5673653316811134,1.0061919145386748,Iris-versicolor
+64,5.0640913475119085,3.520051980828027,1.4324017696165448,0.20065380542416544,Iris-setosa
+65,5.270849146013736,3.5963805982737314,1.4938130764136093,0.2017515512810621,Iris-setosa
+66,6.247573207057812,2.445811782902928,4.845214648381863,1.4854870667727094,Iris-versicolor
+67,5.072628432955443,3.532018297272394,1.3981342638895147,0.20397653323475998,Iris-setosa
+68,5.014102354453731,2.0,3.6337168781299427,0.9557462909821997,Iris-versicolor
+69,5.783192404449235,3.0999288070481468,4.575399373282259,1.5195796623398239,Iris-versicolor
+70,6.481392285558014,3.060069230507213,4.711186579402505,1.4886061782070386,Iris-versicolor
+71,5.358435675256177,3.9,1.2897778338440307,0.5510227898260356,Iris-setosa
+72,5.644867206369866,3.7899526052517647,1.5303530069610771,0.2921908450876892,Iris-setosa
+73,5.022491966011728,2.0000012499447393,3.5414211295189855,1.0423958307567607,Iris-versicolor
+74,5.172289776956032,3.468507109689671,1.4007894329932178,0.23878514053911185,Iris-setosa
+75,5.988329368346974,2.8795513008387044,4.661497980457339,1.3019789422686259,Iris-versicolor
+76,4.993371708052744,2.0000006482347366,3.3907574984620696,1.0223696275999523,Iris-versicolor
+77,6.240601475108653,2.414883198825369,5.00826011303186,1.827898054847588,Iris-virginica
+78,6.789227610339114,3.0,5.443842113321442,2.0935335269854107,Iris-virginica
+79,5.575013407908505,2.9411639521962827,3.8059149457140267,1.3027054299831478,Iris-versicolor
+80,6.803560280757279,2.8088877459704396,4.81347166871205,1.4031905112935215,Iris-versicolor
+81,6.275370204950812,2.2410242441268937,4.463415589408758,1.473579630849028,Iris-versicolor
+82,4.913687819693862,2.4035075872873053,3.216245252900386,1.0183542847683176,Iris-versicolor
+83,5.508725996647537,2.510649274152294,4.121779814409677,1.0782244344252663,Iris-versicolor
+84,4.918181030548757,3.0624498724052214,1.4237457477857507,0.36464647774145675,Iris-setosa
+85,4.790772941449199,3.0,1.3806591025172863,0.1,Iris-setosa
+86,6.207690594220953,3.289247788179726,4.6624269630061095,1.5595835471585626,Iris-versicolor
+87,6.287433916168771,2.3009911622423167,4.3496654024902695,1.2655866984331174,Iris-versicolor
+88,4.956483250431417,3.4616084540392813,1.401563147875955,0.3114822706389704,Iris-setosa
+89,6.727706104283034,3.0,5.640088861708826,2.056265616730719,Iris-virginica
+90,6.766838015763468,3.0913249342880897,5.103174602797684,2.230969957562407,Iris-virginica
+91,5.64560423973988,3.0,4.474427263733153,1.5096307439900978,Iris-versicolor
+92,5.570877000657796,2.6885877032762124,4.489895883334147,1.2471824534370808,Iris-versicolor
+93,5.026980141813044,2.478263632185132,2.901511703646128,1.091739929072709,Iris-versicolor
+94,7.751590136007472,2.814617155448375,6.744228599582871,2.0205727367175066,Iris-virginica
+95,6.686954402304769,3.306786737472332,5.694905092275245,2.4999992416990247,Iris-virginica
+96,6.609802768109742,3.1919612155758754,4.717193834808537,1.5300508102636998,Iris-versicolor
+97,6.367091518434737,3.333237261563844,5.646790001283021,2.386577123589648,Iris-virginica
+98,4.48764169684984,2.2818826312877927,1.2914961550627166,0.29631294490421056,Iris-setosa
+99,5.927303479030912,2.159240827397938,4.902810060082089,1.4621002813467687,Iris-virginica
+100,6.944716721390071,3.100322990099467,6.001898827272299,2.21199984877424,Iris-virginica
+101,4.400000649425694,3.0,1.3433532842624243,0.20141418563679106,Iris-setosa
+102,6.343387722974217,3.320322708232477,5.6660902971482106,2.3845925569374513,Iris-virginica
+103,5.251464966902065,3.7258434550601494,1.4968719669470532,0.20329213663110718,Iris-setosa
+104,5.454755159191079,2.5126005677351047,3.7814840949943838,1.1368910390678861,Iris-versicolor
+105,4.848349877957055,3.0,1.4118561787816448,0.1,Iris-setosa
+106,6.836332507116039,3.0,5.312491732115917,2.204521046411239,Iris-virginica
+107,5.684475185127537,2.979138439086415,4.153880578045049,1.3222626776277826,Iris-versicolor
+108,7.709208550534768,2.8298694466693117,6.716739288710611,2.0223105653964386,Iris-virginica
+109,6.331246217412183,2.2933947730660753,4.3924020909942145,1.3018045806207534,Iris-versicolor
+110,6.673543480783754,3.279492151435241,5.687639021893631,2.4999996154412556,Iris-virginica
+111,5.113986885088893,3.510777028628337,1.4018232842854097,0.20167013842180667,Iris-setosa
+112,6.46641162092406,3.0,5.831085000308782,2.245659702198393,Iris-virginica
+113,4.820941047231051,3.389179689867953,1.5003034720760162,0.19377438773460215,Iris-setosa
+114,4.508447533991649,2.369829197376837,1.3233194640794934,0.28902518347367867,Iris-setosa
+115,5.0612016483309805,3.764333647337191,1.4661018798958512,0.19651039994982455,Iris-setosa
+116,7.708868021769616,2.7729502122945004,6.716484022778099,1.9903004577269274,Iris-virginica
+117,6.7919357178997855,2.5505783890388685,6.058965464437022,1.8305282183109277,Iris-virginica
+118,5.867804900382608,2.672335367843713,4.52284836264041,1.1474555354581215,Iris-versicolor
+119,6.460914489645248,3.254404730866358,4.742168571849155,1.561841459641955,Iris-versicolor

iris/tab_ddpm/2_3/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.222343705456363,2.369413921402194,4.938236150873338,1.8116987657842163,Iris-virginica
+1,5.000294304368496,2.000000568205158,3.462691557625435,0.8602877171589103,Iris-versicolor
+2,4.910076478798257,3.060564858164528,1.429200889674668,0.20358846372288417,Iris-setosa
+3,6.113048909128358,2.8015831848232984,5.547295759356419,1.6807443433914633,Iris-virginica
+4,7.70333822274739,2.5681587205112653,6.9,2.3361275861353126,Iris-virginica
+5,5.015474867073205,2.0000006145669347,3.4832326680371004,0.9938407966089455,Iris-versicolor
+6,5.579319130881356,3.0,3.985630609105604,1.301145830592359,Iris-versicolor
+7,5.175969613473227,3.499305797578903,1.406133501731533,0.3078645630391478,Iris-setosa
+8,4.505545416923672,2.2732429477248095,1.2824496422085705,0.28941808607312836,Iris-setosa
+9,6.052266460986281,2.242120854705146,5.088814685407643,1.4991060043203435,Iris-virginica
+10,7.899998964606667,3.8030926331723767,6.376813923506111,1.970380597999707,Iris-virginica
+11,4.400000504815362,2.8946998937959645,1.4018762623903154,0.2007707359146128,Iris-setosa
+12,6.609031904836537,3.049903288792891,5.585119474087901,1.9420335908431543,Iris-virginica
+13,5.240018398997127,3.6265460275211283,1.4827223006653283,0.20098862766035933,Iris-setosa
+14,6.333844018400455,2.4335192215911756,4.416515229392451,1.2917137480071248,Iris-versicolor
+15,6.043299501208441,2.777401019625021,4.672449562135282,1.1692721133982966,Iris-versicolor
+16,6.156814824809818,2.9133203701762187,5.5311711680788935,1.8032812017164772,Iris-virginica
+17,5.8712800980846245,3.0,5.0366478739520355,1.7791611411971908,Iris-virginica
+18,4.4,3.203436065039154,1.293209736658995,0.19794878282016914,Iris-setosa
+19,7.696063758802566,2.609687165230814,6.899998652389636,2.284146185584583,Iris-virginica
+20,6.874855439514789,3.201783958300668,5.635434792544112,2.2900125070191155,Iris-virginica
+21,5.183244140389288,3.459753309819255,1.381921600155468,0.2013041174292883,Iris-setosa
+22,4.802043271727273,3.0,1.4009466878819115,0.1,Iris-setosa
+23,6.672658767832065,3.138694427918144,4.728749126172676,1.4988970030406954,Iris-versicolor
+24,6.331148324299109,2.369505362729033,4.606647009012166,1.46713766854092,Iris-versicolor
+25,5.083332593155655,3.402625587116994,1.5528989768576844,0.4435674159575659,Iris-setosa
+26,6.8633702773032255,3.1611793440142764,5.613794929153953,2.2931071570812387,Iris-virginica
+27,5.005115297112518,2.0,3.2307781840120935,1.0450256082766054,Iris-versicolor
+28,7.899998360897485,3.8001535192459457,6.311308269315434,2.0105362048031337,Iris-virginica
+29,7.739505335956825,2.593718390940619,6.9,2.3126866420091816,Iris-virginica
+30,7.9,3.815083659739856,6.412066592591391,2.0154542811224077,Iris-virginica
+31,5.082497213988652,3.6046499545594126,1.4137588940620627,0.3645005857715069,Iris-setosa
+32,6.019227359380373,2.816822452524195,4.962652153184696,1.6016784772656183,Iris-versicolor
+33,7.709532018183073,2.6064582915154832,6.899998699741273,2.2952330796666263,Iris-virginica
+34,6.484406817113384,3.237656980413041,5.206961267909538,1.9868222888459293,Iris-virginica
+35,4.775993447307141,3.0,1.3909215303326545,0.29712917003848816,Iris-setosa
+36,4.907894461378944,3.113661018818941,1.5245802577227565,0.1,Iris-setosa
+37,6.246701811499661,2.9541324899665637,5.536174893192686,1.6892676681278553,Iris-virginica
+38,6.13930163717603,3.351743682335412,4.590545723095526,1.6233176302480896,Iris-versicolor
+39,5.909412245212927,3.0,5.171268291954927,1.7789844776311967,Iris-virginica
+40,4.851844254966452,3.018379697181898,1.4009925976519544,0.29300624469788805,Iris-setosa
+41,5.195595183516642,3.7462354889933587,1.4968272191258645,0.22118664689731113,Iris-setosa
+42,4.902104643260501,3.0,1.4027932392100788,0.19976783313441715,Iris-setosa
+43,6.278710954940712,2.8279762237751065,5.631209298586992,1.7279526438489323,Iris-virginica
+44,4.489222079810136,2.3061999707264054,1.280150678688054,0.32024822531622843,Iris-setosa
+45,4.400000599672713,3.1734172841785946,1.296456481655257,0.20352940588025512,Iris-setosa
+46,6.182821309003802,2.625926131896106,5.637505652731349,1.4369736096621113,Iris-virginica
+47,5.186252439558047,3.421233984570792,1.387739732044737,0.2011860707659663,Iris-setosa
+48,7.698663411549503,2.6129562678904,6.9,2.3029582181352115,Iris-virginica
+49,4.588321383216488,3.4109717251493983,1.3980264084438507,0.29745701583054207,Iris-setosa
+50,5.418133481058024,3.9,1.307149983476954,0.5312554589009613,Iris-setosa
+51,6.482624516084323,3.201516322686044,5.1161071415197,1.9735595710188187,Iris-virginica
+52,4.9739156337306785,2.0,3.5285643911003506,0.9710962268079217,Iris-versicolor
+53,5.2789166454501695,3.728809391655688,1.778350581885462,0.20336800751418302,Iris-setosa
+54,6.502639972969925,3.0,5.573904146486172,1.8579544786592168,Iris-virginica
+55,6.722838864751077,3.3212516916554686,5.704463232940242,2.112682765516837,Iris-virginica
+56,5.770519470598531,2.888557513344869,4.3144509749209865,1.3067342679089227,Iris-versicolor
+57,7.673166123697674,2.5763590657785103,6.9,2.303578502051635,Iris-virginica
+58,6.620576705354766,3.160308241805662,5.405378658340731,1.9905790852991039,Iris-virginica
+59,4.854530107893221,3.0,1.4077721406409707,0.2781787097363738,Iris-setosa
+60,5.79265423495141,2.6614922237801144,5.084239309046725,1.894069214191762,Iris-virginica
+61,6.886093193298767,3.1748964615111195,5.558383456644968,2.277445509457817,Iris-virginica
+62,6.776595419506456,3.0,5.562823670166234,2.047158444690037,Iris-virginica
+63,5.081756782086007,3.7947308627954155,1.648822976961661,0.19901328757391618,Iris-setosa
+64,7.685972615910255,2.7664770028394376,6.695995073609897,1.9818934516307332,Iris-virginica
+65,5.154690227344423,3.784118294875043,1.6483380991667238,0.2023674061817445,Iris-setosa
+66,7.713139303718384,2.5784318684089107,6.9,2.3280059180318946,Iris-virginica
+67,4.4,2.9044423108053423,1.3925698406201577,0.18897246629484135,Iris-setosa
+68,5.439358786415688,3.9,1.3272937640326201,0.5891119710809523,Iris-setosa
+69,5.608001241154042,2.7557157096228213,4.19814048586019,1.2496100885589665,Iris-versicolor
+70,4.504856818667607,2.3532044888110164,1.3000555532270655,0.3890157019022661,Iris-setosa
+71,5.997610259729548,2.2192185738877392,5.004973419781918,1.5094969185261418,Iris-virginica
+72,5.127952807573448,3.467234771037781,1.4061438844574519,0.19941201499328404,Iris-setosa
+73,6.001803611019635,2.979039201379704,4.538651556279288,1.3422245613475752,Iris-versicolor
+74,4.8109071446980325,3.0,1.417948668693113,0.10000011809160479,Iris-setosa
+75,7.9,3.81994990661644,6.294645829511677,1.9965175271112348,Iris-virginica
+76,4.561598740471441,3.3780028429890683,1.3723424282330605,0.33794413928156564,Iris-setosa
+77,4.528877948678538,2.4629770687133044,1.3255948713384311,0.4222509231179153,Iris-setosa
+78,6.305326717130268,2.4822024733900814,4.9555827371661625,1.501049733784765,Iris-versicolor
+79,6.427036599916023,3.40270719951224,5.643520629555196,2.3547553964230996,Iris-virginica
+80,6.204087790115362,2.581613852003718,5.5033739378580675,1.526415224085712,Iris-virginica
+81,5.383944693235774,3.3915580551424953,1.6900420726060235,0.19787922589556456,Iris-setosa
+82,4.624645178606226,2.7797538057418456,1.3388502514341898,0.29526405119487376,Iris-setosa
+83,4.988331915845767,2.4265322419055115,3.4472056031144707,1.0670024413393024,Iris-versicolor
+84,6.801534580787198,3.0923849843660953,5.661174895210863,2.203828081586777,Iris-virginica
+85,6.891806558580425,3.0700604382282397,5.193834939931714,2.2867893705723628,Iris-virginica
+86,4.657253409639538,3.40280202808243,1.4168776365618423,0.2917134516799039,Iris-setosa
+87,7.058124791609221,2.9165301079549772,6.133654653895271,1.7463551966623916,Iris-virginica
+88,6.691130266269361,3.0100168093823187,5.755369572975829,2.241069216473028,Iris-virginica
+89,6.842896601551261,3.123170141232062,5.772079395263017,2.2699971133265895,Iris-virginica
+90,5.969079517619349,2.8042984413605074,4.69997466028651,1.229553290282962,Iris-versicolor
+91,6.2351966235546366,2.5510294551413017,5.164490750565209,1.8882610955514572,Iris-virginica
+92,7.657127167839386,2.6177625503743807,6.899998665837869,2.291962471731732,Iris-virginica
+93,6.325153202179755,2.954962944445434,5.555523845466735,1.799348872151157,Iris-virginica
+94,5.874711911257653,2.8375480964576574,4.353952730667168,1.1952182218812444,Iris-versicolor
+95,7.721431018358002,2.6005913496903754,6.9,2.3083234242814665,Iris-virginica
+96,6.735414661139105,3.32514080271766,5.7292044357732905,2.5,Iris-virginica
+97,7.239779375904259,3.065440945739626,6.232909239952154,2.1952376391308985,Iris-virginica
+98,4.924107209360793,2.420153766317811,3.053524152771419,1.0189593981965497,Iris-versicolor
+99,7.740105031295204,2.635416801811155,6.9,2.3018605807199912,Iris-virginica
+100,6.410696466474314,3.3200045292759124,5.702860870213648,2.362491618060881,Iris-virginica
+101,6.022099957258132,3.394386162318812,4.563525570663459,1.5832805700367147,Iris-versicolor
+102,7.471202305107246,3.0084901355945473,6.438234407708336,2.149730712282773,Iris-virginica
+103,5.9754020060291335,3.4080990095828265,4.47518047169436,1.5776593370512018,Iris-versicolor
+104,7.9,3.8306414964033895,6.373881559502769,1.9998584617720163,Iris-virginica
+105,4.797737793311594,3.0,1.3933869163632837,0.31609724153455454,Iris-setosa
+106,6.9060312356046545,3.1684079754938987,5.728854074452396,2.2732988571198685,Iris-virginica
+107,5.1795499935432865,2.5332761939965276,3.479757194606669,1.2355469581949794,Iris-versicolor
+108,7.9,3.7833373799666563,6.46207128312825,2.003563069217201,Iris-virginica
+109,5.979076300649173,2.9547344529036175,4.305352933599846,1.5108182076228474,Iris-versicolor
+110,6.4992224775414575,3.0,5.934785199110974,2.2476370053622197,Iris-virginica
+111,6.930565744615302,3.064992120428228,5.291877951426881,2.2653941598601866,Iris-virginica
+112,5.638759582640604,2.96828200828834,3.8121041337641044,1.3159813311919888,Iris-versicolor
+113,5.769443676548518,2.746429734254774,4.039756429193949,0.9927734672367541,Iris-versicolor
+114,5.829329954211079,2.8805453314696785,4.564965893746583,1.3115714645612295,Iris-versicolor
+115,4.838140995793452,3.41736604984847,1.4486494710355688,0.32401713141007776,Iris-setosa
+116,5.456470620853812,3.4062326293439815,1.9793845422311358,0.20085882882068587,Iris-setosa
+117,7.9,3.8128399928826755,6.427322136739177,1.9774801733632914,Iris-virginica
+118,5.972541191181835,2.7385767032611095,5.006571029657319,1.5888246905479433,Iris-versicolor
+119,6.550178526358587,3.0,5.526725545797632,1.7996055192421216,Iris-virginica

iris/tab_ddpm/2_3/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.521686424929173,2.4287548240141237,3.7249609092764047,1.0123101642578476,Iris-versicolor
+1,6.24882706163471,2.840926457299657,4.278174810971145,1.1981077093304526,Iris-versicolor
+2,5.760691208621525,2.772435413575855,4.5641205296702925,1.222615673112878,Iris-versicolor
+3,4.986612400457534,2.0,3.2638945548792857,0.9901684656753964,Iris-versicolor
+4,5.5536184599591385,2.8692882678311755,3.5152432861373,1.3291222289652818,Iris-versicolor
+5,4.610516368079732,3.621325084579279,1.0,0.19725977412331286,Iris-setosa
+6,6.553004673900286,3.0,5.520161368164176,1.8654723144605216,Iris-virginica
+7,6.218833652239969,2.646038507366098,5.620785347480868,1.4508504358216185,Iris-virginica
+8,4.849781200207823,3.0,1.4008054161147379,0.20014227326231906,Iris-setosa
+9,5.14767619808271,3.460350081856415,1.3874039748744633,0.2019416823605637,Iris-setosa
+10,5.716320161617622,2.760281943555423,4.5281639869606325,1.3010808559160225,Iris-versicolor
+11,6.793255967067245,3.0,5.53368089551374,2.0499572237705173,Iris-virginica
+12,5.681526976071395,2.9244924149183946,4.213781557624213,1.2787282031570295,Iris-versicolor
+13,4.904125488605519,3.1299421238749097,1.679731167323525,0.10000009759205383,Iris-setosa
+14,5.047534234926781,2.0000031925486934,3.6630422734200585,0.9560279044138851,Iris-versicolor
+15,4.4,2.8615609098759145,1.4009609105299805,0.18846987247786412,Iris-setosa
+16,7.528238416480023,2.8990929725814274,6.5155644529476815,1.9003679292035829,Iris-virginica
+17,5.649808866434248,3.0269843090388773,4.203885861099121,1.341664828122695,Iris-versicolor
+18,6.810549456710616,3.1160198498606966,5.05614571395456,2.248448094169104,Iris-virginica
+19,7.115784798990148,3.0,6.0654700319043595,2.086735626599633,Iris-virginica
+20,6.711663071515502,3.310290966389663,5.714206249748836,2.1152521147926535,Iris-virginica
+21,4.939269404730001,2.4031373244956424,3.00037656100014,1.0150070351634486,Iris-versicolor
+22,5.006229076550881,2.000000450260901,3.516970663442916,0.9654408993964643,Iris-versicolor
+23,6.767535745767549,3.1031481358266206,4.745941394164549,1.507875746361726,Iris-versicolor
+24,5.323870237084381,3.4209086948976752,1.6111542157613734,0.40607794745600856,Iris-setosa
+25,6.321331922665853,2.3435650024514136,4.468436657608323,1.314475021130047,Iris-versicolor
+26,6.700061018795896,3.286325810743028,5.682835301752257,2.104179325854705,Iris-virginica
+27,5.955551792815939,2.7621763817072895,5.002054602675488,1.5746222038670923,Iris-versicolor
+28,6.787287353257419,3.1892732257174714,5.921241747145358,2.278779753048576,Iris-virginica
+29,6.008572084673017,2.8180022312713007,4.731533741921784,1.2365264162390146,Iris-versicolor
+30,5.9867759805388,2.7543050795191273,4.905643227438704,1.567274010623916,Iris-versicolor
+31,6.629155114763481,2.464905955833759,5.745068772539669,1.789414588453059,Iris-virginica
+32,6.124064646049377,2.3101339128571525,5.042912695970587,1.5931891101394586,Iris-virginica
+33,6.4302733028045935,2.950690871642663,5.514876754997213,1.7961719687465578,Iris-virginica
+34,4.774002044022902,3.1589085536709445,1.4072207780117243,0.2933749098749624,Iris-setosa
+35,6.3216557604813906,2.280719294283342,4.392706086767851,1.3059674614431938,Iris-versicolor
+36,6.2976850371232045,3.3076274175048015,4.688333360210436,1.5924900144697083,Iris-versicolor
+37,6.791295545438387,2.808526997830261,4.793425184593541,1.422000487883992,Iris-versicolor
+38,6.848042439262893,3.197517583180088,5.780566696590159,2.2960320553102114,Iris-virginica
+39,7.643350234558284,2.6113379934989642,6.899998171095028,2.320197647948752,Iris-virginica
+40,4.967063330418753,3.1731438843722803,1.4382156822257228,0.3239125082319998,Iris-setosa
+41,6.827007036393935,2.8702711181463134,6.025982137158243,1.7052649800110546,Iris-virginica
+42,5.105888537908619,3.6655672974815325,1.7737452128254514,0.20124573145673846,Iris-setosa
+43,6.067558909668014,2.282314564712238,5.216827607574387,1.5103306136835306,Iris-virginica
+44,5.509164905815051,3.7665388035627863,1.694151579299834,0.2983694343623422,Iris-setosa
+45,5.556512145831984,2.5280652134616295,4.206831064447623,1.097597390670784,Iris-versicolor
+46,5.521382883633186,2.5922476803812855,4.394324978241299,1.1854167759000478,Iris-versicolor
+47,7.205830879530615,3.0,6.056110176544783,2.0779367887857116,Iris-virginica
+48,7.9,3.795810870700168,6.428119224324684,1.9994738240946344,Iris-virginica
+49,5.00982607674754,2.0000007356334044,3.4216570897830856,1.0366830074063647,Iris-versicolor
+50,5.0024841708502485,3.564097897435715,1.3966749858891188,0.20003638917648084,Iris-setosa
+51,5.334117213910677,3.9,1.2923469520281459,0.47891963513493807,Iris-setosa
+52,5.091275237301483,2.4813334587044213,3.514047492244335,1.0346049372200463,Iris-versicolor
+53,5.94563221959797,2.7624473757436987,4.241860410614995,1.0399360223234566,Iris-versicolor
+54,4.735516823979065,3.4773581013711703,1.403972917401376,0.2760842921499135,Iris-setosa
+55,5.362814417881656,3.8999996115333317,1.3310217483917925,0.41974502806912506,Iris-setosa
+56,5.764744632404402,2.6941617533164273,4.282821149856608,1.033310103314803,Iris-versicolor
+57,7.701360337599446,2.7870048385002346,6.70730895654161,2.023462753276219,Iris-virginica
+58,5.121550338834496,3.412832972299027,1.4021541093964691,0.1993887153610761,Iris-setosa
+59,4.400000498494051,3.0,1.368004766437228,0.19815810975328146,Iris-setosa
+60,6.7816454609320065,2.8996804011404755,5.871374741261572,1.7038593559177229,Iris-virginica
+61,6.196921252201896,2.974831290486613,5.439789353678497,1.8192075003920107,Iris-virginica
+62,6.653363072613103,3.033106462176796,4.588811674174657,1.4582682535238063,Iris-versicolor
+63,5.672209330608119,2.948465531280894,4.452861684457561,1.5042730959369675,Iris-versicolor
+64,6.053184927411757,3.401299097220422,4.490287006605399,1.6225124173332568,Iris-versicolor
+65,5.758841080900171,2.636298936707697,4.24842867257269,1.0636312810805795,Iris-versicolor
+66,7.651670511159462,2.610230590831212,6.899998582018002,2.301454647019175,Iris-virginica
+67,6.7831055107252824,3.106231065986804,5.63879405344984,2.131873627386997,Iris-virginica
+68,5.539331242613097,2.4613671808842303,3.82662381532887,1.1023931675135263,Iris-versicolor
+69,5.7821118054617795,2.7645356142603226,4.488855494135256,1.2605021575627495,Iris-versicolor
+70,7.6826888753378615,2.5924503475560132,6.8999990032458,2.2923525449745896,Iris-virginica
+71,6.044395157235545,2.280186466339602,4.256201126912364,1.2356029684894294,Iris-versicolor
+72,4.973284696585461,2.0,3.4144363052339584,1.0282280059943658,Iris-versicolor
+73,6.1445089676773605,2.8546796191146875,4.681874912145913,1.3062739938230867,Iris-versicolor
+74,7.703329317624219,3.0,6.662221679001117,2.1103442763222477,Iris-virginica
+75,4.979433505184119,2.4444412131919857,2.840019772105264,1.0505805049999792,Iris-versicolor
+76,4.478466737874717,2.235241173350589,1.3300438422036622,0.28401657995307067,Iris-setosa
+77,5.0333737110441925,3.533863793726126,1.398810648345127,0.20248056381010587,Iris-setosa
+78,4.4,2.90161367899963,1.4023672750076372,0.1952436378352406,Iris-setosa
+79,6.859326188979768,3.113666806632874,5.877206613119949,2.2501720570329096,Iris-virginica
+80,5.082466993047492,3.808328178485545,1.519305725547199,0.2089697816637016,Iris-setosa
+81,4.591475731066572,3.5990057886174176,1.0,0.2054738900453268,Iris-setosa
+82,5.611436624090663,2.858901377272189,3.655539512331009,1.280791003969017,Iris-versicolor
+83,6.146283983258371,3.0,5.273559203082873,1.8031763536515402,Iris-virginica
+84,5.137507116086629,3.7789617324259064,1.8294100082633222,0.20549078084708405,Iris-setosa
+85,5.948346492957479,3.312082755880104,4.466962322427273,1.5671173950956796,Iris-versicolor
+86,5.9881072779549065,2.697006191773614,5.00021840329135,1.5857157929127772,Iris-versicolor
+87,4.879816571506455,3.0,1.4021127363921464,0.1,Iris-setosa
+88,4.4,2.9783396674236067,1.400346675920927,0.20873899054424266,Iris-setosa
+89,5.9276759666546575,3.0,4.325870179190221,1.5218821012483894,Iris-versicolor
+90,6.039472316502209,2.2056588800045853,4.885746334050567,1.4997991191046711,Iris-virginica
+91,6.2708015326234605,3.3906422753854475,5.609358044933988,2.387461419149561,Iris-virginica
+92,5.561432334941818,2.5207733604769875,3.8247851495900846,1.128692304349518,Iris-versicolor
+93,4.645027089712688,3.423865483058213,1.4068415553817724,0.29157524718678407,Iris-setosa
+94,6.022064912813957,3.025917641197816,4.487027567627961,1.5063673913598918,Iris-versicolor
+95,5.078689017373041,3.4266567024932213,1.9441002829532947,0.3705058735419134,Iris-setosa
+96,6.226524355101587,2.1738855374598995,4.506560508137776,1.4917985097398179,Iris-versicolor
+97,5.987463523208968,3.0,5.111974464060175,1.829039706191212,Iris-virginica
+98,5.789425703373011,2.75039997169194,4.764113499964855,1.3269393795031696,Iris-versicolor
+99,7.280078424580557,2.880990264092446,6.265944966658123,1.7758249799156445,Iris-virginica
+100,4.912197202797824,3.13010232004154,1.7650287405845613,0.1,Iris-setosa
+101,5.216367535754998,3.7353042221672244,1.718607198188514,0.32571660913803124,Iris-setosa
+102,5.183281257604936,3.368980461510551,1.4013629731936745,0.1951509585061299,Iris-setosa
+103,5.917931606020515,3.1911419480562886,4.4775298047088885,1.5004230252733324,Iris-versicolor
+104,6.806032541644618,3.107220955155622,5.07428163240567,2.294330585669393,Iris-virginica
+105,6.774205280689126,3.0,5.508881307338997,2.1082150353179685,Iris-virginica
+106,4.400000475461023,2.857578604162811,1.3523124499287549,0.19733138197757577,Iris-setosa
+107,5.026109521366844,3.579479489066917,1.400080820481717,0.19824386965184873,Iris-setosa
+108,5.428647879999744,2.622588000988052,3.9978025528362853,1.2663475942958053,Iris-versicolor
+109,5.999382488802115,3.3503445676376007,4.543007989293795,1.6002851121692587,Iris-versicolor
+110,5.891803081616594,2.8599454019879476,4.206782383802058,1.1989134344560688,Iris-versicolor
+111,7.125421586897259,2.9483771106792376,6.329396904991963,2.0216909841725914,Iris-virginica
+112,6.867202815953044,3.0,5.570100672059459,2.1010799281270636,Iris-virginica
+113,4.661131618121698,3.427653287429651,1.4147087696673446,0.28315346345055376,Iris-setosa
+114,5.0125661950899225,3.5978293576060656,1.390448083552486,0.20629156767442472,Iris-setosa
+115,4.9836999821244765,2.486838164822493,3.143444955205762,1.1241703955387303,Iris-versicolor
+116,4.729661930281566,3.397313085992602,1.4402211252559145,0.29578892333125595,Iris-setosa
+117,4.92582460367624,3.5127764911733106,1.381421373712505,0.20595469822196913,Iris-setosa
+118,7.7073987800506165,2.5876140509539702,6.8999988478135545,2.3194146875453643,Iris-virginica
+119,6.781551025893622,3.0,5.217039569368691,2.223502244287279,Iris-virginica

iris/tab_ddpm/2_3/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.662563576538713,2.737674220959961,4.519732362322848,1.2806911359395177,Iris-versicolor
+1,5.627155117186052,2.868194077342485,3.8048352759350856,1.2816990859647066,Iris-versicolor
+2,5.851795086377906,2.8703967286294727,4.511698443379761,1.3137235208973,Iris-versicolor
+3,5.004000324488906,2.0,3.594683125759408,0.9157036268941545,Iris-versicolor
+4,4.782890179284253,3.0,1.3661950127608833,0.10000009078829804,Iris-setosa
+5,5.581541399281847,2.7038676333230063,4.47997160821394,1.293921103718719,Iris-versicolor
+6,5.945330553847865,2.983245465675422,4.529350856545329,1.5118855653224206,Iris-versicolor
+7,6.154772713444076,2.1977164452050326,4.480033211523723,1.4988863495297786,Iris-versicolor
+8,6.846921819519747,3.076099025487922,5.199896454069025,2.253267965709494,Iris-virginica
+9,7.699423126171551,2.590925291179124,6.9,2.303742538785949,Iris-virginica
+10,5.666981718726889,3.0,4.5056539871373396,1.5196462864598774,Iris-versicolor
+11,6.747155301284085,3.0,5.395896245595615,2.071630729386005,Iris-virginica
+12,4.873455639737754,3.0723189858609405,1.4777699484091658,0.1,Iris-setosa
+13,6.795292684801051,3.202027743975007,5.8315180501267845,2.2579056116105285,Iris-virginica
+14,7.3735788651780965,2.878572914388778,6.421640830679734,1.823439387450386,Iris-virginica
+15,5.013000829148923,3.600200750757737,1.379579133290914,0.20538452327988813,Iris-setosa
+16,4.9953548829107595,2.0,3.4531738749522383,0.8883560451210646,Iris-versicolor
+17,5.65733695379908,2.8370448145014424,3.5880518602870475,1.2757635437604131,Iris-versicolor
+18,6.182641938349581,2.5955627677143847,5.604479299737311,1.421641482781355,Iris-virginica
+19,4.837566702612627,3.0,1.4103977103307663,0.10000009807469562,Iris-setosa
+20,5.647635118704312,3.7982644057781476,1.8582277460920043,0.3859573578514619,Iris-setosa
+21,5.983454253303707,2.7184278157213044,5.043242524969358,1.5937958474062937,Iris-versicolor
+22,6.305332303826887,2.408022525881153,4.33818225650481,1.296314322222418,Iris-versicolor
+23,6.6983064285377125,3.1011003535683566,4.735203607095872,1.5114676522689376,Iris-versicolor
+24,6.051387278139574,2.678870199038717,5.501970188635976,1.6993795238238552,Iris-virginica
+25,5.6557554421436365,2.3879530447515576,3.7871228240000074,1.1148749580317765,Iris-versicolor
+26,4.773792365525987,3.3983899942059286,1.653695682716716,0.19326854047575975,Iris-setosa
+27,5.879967449270027,3.1749567690003375,4.583625375175857,1.533665333487452,Iris-versicolor
+28,6.916857362212265,3.0350625991665576,5.457034892624881,2.2490578348512282,Iris-virginica
+29,5.598755260444233,3.0,4.390311620085512,1.5097286652062274,Iris-versicolor
+30,6.7872809855549665,2.817595107977134,4.7796988574328685,1.3935877422609566,Iris-versicolor
+31,4.505878256326215,2.307392090599896,1.3186142372088303,0.3542033019161911,Iris-setosa
+32,5.198785315377538,3.7896895900475527,1.4967683847774107,0.29259287641890064,Iris-setosa
+33,4.8908713210294525,3.0936013331201364,1.4890362947448095,0.10000016619623113,Iris-setosa
+34,6.513432496535192,2.3901165611526056,5.630407893607815,1.7871963524698435,Iris-virginica
+35,4.601831291962728,3.6016667595322818,1.0000005853537983,0.1953531136587215,Iris-setosa
+36,5.086190055900594,3.500726477799614,1.3738400640265835,0.20104318718819245,Iris-setosa
+37,7.245175117999563,3.0,6.193890018281525,2.0483877477168093,Iris-virginica
+38,5.137518325168252,2.665691073721735,3.900331154932662,1.4114406712595968,Iris-versicolor
+39,6.8048132000990655,2.9375523990083887,5.768527104826718,1.8569580273704707,Iris-virginica
+40,4.885615541364973,3.0,1.367933954804085,0.2054374791766064,Iris-setosa
+41,4.893645867936789,2.391346032790283,3.552180110655956,1.010169046905382,Iris-versicolor
+42,4.9918458493339575,2.0,3.5772403288083456,0.9557195075300426,Iris-versicolor
+43,7.712796342691761,2.6216409159475393,6.899998991525443,2.297009663096918,Iris-virginica
+44,6.660987512739728,2.5107902288497943,5.807139548197729,1.7923923496826182,Iris-virginica
+45,6.847510032143391,3.130849782418263,5.547397519210733,2.2922037205632617,Iris-virginica
+46,6.030430894860248,2.8032113104209353,4.2130777738490615,1.1814511685521822,Iris-versicolor
+47,6.285844274920273,3.405022425907554,5.612203240281312,2.3988862696943154,Iris-virginica
+48,6.256153596256292,3.2104494444806635,4.626338936020842,1.5330995086035033,Iris-versicolor
+49,4.99491937887333,2.0,3.4799964968426655,0.9513997026530359,Iris-versicolor
+50,7.672487443531254,2.613367318000707,6.9,2.30222503210954,Iris-virginica
+51,4.984936560995805,2.444745992209496,3.3420242412463503,1.0790104182498206,Iris-versicolor
+52,5.2492869874713906,3.4097241250220787,1.4020124348807754,0.20322664850646174,Iris-setosa
+53,7.695501340859247,2.6031440336896305,6.9,2.306284230356768,Iris-virginica
+54,5.372960427493435,3.9,1.2591231133528566,0.37456664576673615,Iris-setosa
+55,4.668603313836084,3.418975807471895,1.4045863455978835,0.2981360297129077,Iris-setosa
+56,6.623268799508179,3.0698175503331613,4.594332429633332,1.4664317439729417,Iris-versicolor
+57,5.424817862465521,3.387415797492243,1.7465166310165068,0.20076270295355683,Iris-setosa
+58,6.186383624578293,2.2796154043464503,4.585898358398886,1.4900796495835578,Iris-versicolor
+59,6.89426617928229,3.1176069163766993,5.307976293366215,2.305293850554826,Iris-virginica
+60,6.218166371068494,2.2334959259254683,4.514161627608033,1.4819973861862923,Iris-versicolor
+61,4.895688385785891,3.0971830973797014,1.498817680392837,0.10000009748888487,Iris-setosa
+62,6.200697262767023,3.0,5.302422662070321,1.8426919240721027,Iris-virginica
+63,6.798779516549897,3.176515745250772,5.779444107085515,2.2903712053557475,Iris-virginica
+64,7.8999988197612865,3.7875547555823754,6.438671067582975,2.010268928819997,Iris-virginica
+65,6.0292740759713235,2.7883797530304735,5.410076906677745,1.7553803935575765,Iris-virginica
+66,7.706152899083149,2.9869583570449896,6.705273918869403,2.0691286748838946,Iris-virginica
+67,7.899998815456879,3.7930463473602947,6.375303724748496,1.9844012162377036,Iris-virginica
+68,5.465788321243255,3.3829294861321517,1.9199971592264324,0.19800803456402116,Iris-setosa
+69,5.854827775792287,3.0,4.318963791926996,1.4939973826757642,Iris-versicolor
+70,5.916479725062815,3.0,4.414508543278219,1.3603634881764672,Iris-versicolor
+71,6.039097243170029,2.684378960923141,5.169041234941388,1.5967882498259711,Iris-versicolor
+72,6.811647582817646,3.204870305452533,5.814875387741683,2.2798353542897103,Iris-virginica
+73,6.203874722753646,2.230195641423947,4.489586315159963,1.4785352209150144,Iris-versicolor
+74,6.354460374092566,3.3874409238795202,5.612212423383195,2.3972529035813324,Iris-virginica
+75,7.720290064392262,2.6152226922901227,6.9,2.310026002229886,Iris-virginica
+76,4.4,3.2465340142595296,1.2991469459180318,0.20470463334895464,Iris-setosa
+77,5.920527991131136,3.2615660049927078,4.478602947503536,1.5297151304527086,Iris-versicolor
+78,7.660685108878587,2.5877441706356588,6.9,2.3217670504478276,Iris-virginica
+79,6.661940918815426,3.045868507778146,4.52263425246979,1.4831245785479465,Iris-versicolor
+80,5.015685124457462,2.000000978449515,3.5416221984235023,1.0091922823898818,Iris-versicolor
+81,6.7938920890551815,2.5258147375615803,6.036027973263251,1.8386138572875548,Iris-virginica
+82,6.764159231304855,3.0,5.512106376793663,2.0570059086480548,Iris-virginica
+83,6.237905139480087,2.211647511864358,4.490425856984159,1.4945224272183995,Iris-versicolor
+84,5.650379521722758,3.0,4.463673715834862,1.4245575667666652,Iris-versicolor
+85,6.403598021647374,3.370789910713626,5.654233961553441,2.371509369868854,Iris-virginica
+86,6.74940443067733,3.249424250066321,5.69808126674232,2.1563748874024293,Iris-virginica
+87,5.3703075681036845,3.8999995613688196,1.2603087343673982,0.3408101003637073,Iris-setosa
+88,7.5960203607135,2.8631234067257734,6.5859223924551085,1.934727002272345,Iris-virginica
+89,6.007067834805109,2.7128231663674063,5.01886219976869,1.5880522414791034,Iris-versicolor
+90,6.657956675936588,3.095760239292883,4.641274499744198,1.4893373123038742,Iris-versicolor
+91,7.708148849527041,2.5884292597958924,6.9,2.2779377984423466,Iris-virginica
+92,5.592243511742374,3.7835356309217882,1.670103360986006,0.29820734537594995,Iris-setosa
+93,6.67152672783995,3.3132772462475573,5.630830846954511,2.1386468234772398,Iris-virginica
+94,4.60417079551889,3.626954728371,1.0000006518457485,0.19865523788582717,Iris-setosa
+95,5.407512512247185,3.9,1.3212965490292767,0.371995294813947,Iris-setosa
+96,5.036421646678494,3.501914837358625,1.3784246363960682,0.208545598429312,Iris-setosa
+97,6.2380697629414845,2.2924550211691335,4.522172212308189,1.4828039686810024,Iris-versicolor
+98,5.415095903466988,3.9,1.3034960512969866,0.4568891249883441,Iris-setosa
+99,4.659270347900035,3.321716427855309,1.4213807347981737,0.32638012579713377,Iris-setosa
+100,6.850355845946222,3.0,5.5242062682776325,2.105301611392637,Iris-virginica
+101,5.746402861735736,2.795934929371841,3.939658937435008,1.1823613663759924,Iris-versicolor
+102,6.301574198028202,2.2824751953109046,4.67286287932403,1.489671703373211,Iris-versicolor
+103,5.666074772250914,2.9125674639617904,4.422757376036149,1.3530792902148219,Iris-versicolor
+104,5.390643992135741,3.8999995799265634,1.3010061112106115,0.31119395415507445,Iris-setosa
+105,6.052126563263997,2.680384814309313,5.16381573524242,1.6152919956523148,Iris-versicolor
+106,6.764523221911521,3.2052716847118967,5.792286490672047,2.3073749142721383,Iris-virginica
+107,4.58796782249914,3.6442794808092063,1.0,0.2028868517631456,Iris-setosa
+108,6.292547967962703,2.3465762714609584,4.411724351177844,1.3102344173940113,Iris-versicolor
+109,6.827122317068496,3.158865684008383,5.618732420995281,2.299291727653808,Iris-virginica
+110,5.92251158577987,2.6964675896900268,4.147558054550123,1.0403028221281556,Iris-versicolor
+111,6.357683476086789,3.344521951951334,5.64645161669676,2.376858638094589,Iris-virginica
+112,6.211705148063426,2.293954327682334,4.673654376658908,1.5135821695627047,Iris-versicolor
+113,6.107545965745361,3.4008871651650527,4.594955046170099,1.61681802766529,Iris-versicolor
+114,5.572847284093797,2.5335943176294906,4.273580248688996,1.0818167960290836,Iris-versicolor
+115,5.469893924871276,2.364818707946741,3.643147689067853,0.9666453122571277,Iris-versicolor
+116,6.9056355314328774,3.0,5.377846185462249,2.221408135164861,Iris-virginica
+117,6.118500773614206,2.6059961420220943,5.641656546957457,1.4127409984359887,Iris-virginica
+118,5.07113057586515,3.414025730775837,1.5762593025313836,0.4602645350185694,Iris-setosa
+119,4.4000005569744705,2.9064029560329963,1.4074199997340489,0.20394654385516364,Iris-setosa

iris/tab_ddpm/2_3/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.835388564824207,2.9932707390026128,1.3633983924764432,0.19201745889992383,Iris-setosa
+1,5.821689250726049,3.0,4.509849600009441,1.4998716171375932,Iris-versicolor
+2,6.7931220716881064,3.1983189810485695,5.7931035793254315,2.3063683241687203,Iris-virginica
+3,6.025838209724291,2.9990545331548923,4.2508666331968605,1.4782810972839615,Iris-versicolor
+4,6.753344224164046,3.1582409030287226,5.72463051963709,2.2048753064301,Iris-virginica
+5,6.1070929456098275,2.61922196923477,5.610466647666166,1.4195463926833274,Iris-virginica
+6,6.654871824891424,3.1139569897855695,4.70871295428344,1.4975980008139718,Iris-versicolor
+7,5.7828609645009745,2.302536624030112,4.157451829965179,1.1861988198950615,Iris-versicolor
+8,4.6301719576816955,3.4155303510638624,1.4016572575141681,0.4091732650632418,Iris-setosa
+9,5.391048559611101,3.3909326287939594,1.4866506176364576,0.2062578295661597,Iris-setosa
+10,4.96859831468641,2.4334504256237426,2.8733384874622474,1.006490479409625,Iris-versicolor
+11,7.9,3.806538347606806,6.379165895725292,1.9827705159200577,Iris-virginica
+12,5.841811198410283,2.939524538939619,5.042265474055249,1.8575561267522742,Iris-virginica
+13,5.629185105524495,3.0,4.395212327501099,1.4759768866385177,Iris-versicolor
+14,4.960355472347616,2.397828495152856,3.038417385683784,0.9761712557776665,Iris-versicolor
+15,4.819104157368239,3.4043014816013435,1.485029130791221,0.21140927305280977,Iris-setosa
+16,5.605122006359781,2.927176717307969,3.698783076660039,1.288527216556214,Iris-versicolor
+17,6.369105266141025,2.98011987608382,5.5405919020576135,1.7743035739303654,Iris-virginica
+18,5.7302256630512955,2.736199505644988,4.020695498469098,1.137868863805588,Iris-versicolor
+19,4.4,3.014751436153519,1.3203983074653718,0.1909992186670172,Iris-setosa
+20,6.259958462973259,2.249174135525098,4.37395589914425,1.4000854527936162,Iris-versicolor
+21,4.9597961455607855,2.4239696330091602,3.2606234123831213,1.008591720514233,Iris-versicolor
+22,5.056302435488645,3.4088112729740896,1.5005494448284984,0.4318074182038067,Iris-setosa
+23,6.2265624105688895,2.884827141105368,5.591108695020528,1.7775027367574388,Iris-virginica
+24,5.36836244493543,3.7156036732631748,1.496722162519666,0.20608268594913312,Iris-setosa
+25,6.098885206243123,2.6553758322814414,4.841171448457382,1.5421114826785935,Iris-versicolor
+26,4.4,3.2378059703250934,1.2862380751622062,0.1960327708684163,Iris-setosa
+27,6.522255287231142,2.97988788453655,4.317101578609425,1.3421647840052717,Iris-versicolor
+28,5.461948830278344,3.8999995673986088,1.2988139696966836,0.2990091815060292,Iris-setosa
+29,7.691633012675338,2.5712568387950503,6.9,2.313115356212065,Iris-virginica
+30,6.058801980180484,3.0,5.1571632215082115,1.8502816898210444,Iris-virginica
+31,5.040511140925476,3.7031235693135027,1.4940601742601938,0.22007889440152784,Iris-setosa
+32,4.400000442072111,2.950788994837397,1.3763415219445967,0.20017848278469916,Iris-setosa
+33,6.785257232760395,3.18763746249606,5.820678194979485,2.2698063743159795,Iris-virginica
+34,6.393354712645928,3.0,5.379609500301372,1.7931888656860833,Iris-virginica
+35,5.531589693381088,2.5923148124239357,4.328045745642076,1.1576672823314815,Iris-versicolor
+36,6.210108264222021,2.8265385973495922,5.571361868568527,1.6731042756041563,Iris-virginica
+37,4.592213598456436,3.609296800569314,1.000000391882612,0.1972090214438907,Iris-setosa
+38,4.773368311101306,3.0,1.396100292211909,0.1,Iris-setosa
+39,5.098335321610334,2.4562852244472335,3.451822625193,1.138890758105277,Iris-versicolor
+40,5.249412590228168,2.502217915715034,3.577173065781056,1.1301750602764187,Iris-versicolor
+41,5.642885117686351,2.861350919188998,3.6727806398659593,1.3006530695982708,Iris-versicolor
+42,6.54658528997943,3.0,5.754734111091191,2.149052012464287,Iris-virginica
+43,6.397964161750907,3.3504353018718374,5.676944600543498,2.3819990582163224,Iris-virginica
+44,7.9,3.7665682992960248,6.441863044896207,2.0425726253717116,Iris-virginica
+45,5.016423562631443,2.0000015334651735,3.5956246735365833,1.0050473821548496,Iris-versicolor
+46,7.89999852980626,3.8011593806902866,6.488783553386334,1.9814442445830112,Iris-virginica
+47,4.722376884079543,3.4189103553268714,1.4417035665562898,0.2945264751328277,Iris-setosa
+48,5.5198042771548925,2.433682449548622,3.794517558656462,1.0543754437504809,Iris-versicolor
+49,5.43377002098271,3.3880037014221083,1.533831392518009,0.4226157397850597,Iris-setosa
+50,7.600017977856817,2.837715214701931,6.6444393470882135,1.944342244572367,Iris-virginica
+51,5.8812050569162615,2.815069103266886,5.128251026823309,1.8425891404176462,Iris-virginica
+52,4.81239747628615,3.3826985561331355,1.4891159631882593,0.19913165975489522,Iris-setosa
+53,7.69181658803146,2.627072469483199,6.899998754621116,2.2893460777128545,Iris-virginica
+54,5.586228387997079,2.5361581506695314,3.8504513780292706,1.0618731580524086,Iris-versicolor
+55,6.432298732016613,3.2230107792733187,4.803414912271106,1.5881913627166,Iris-versicolor
+56,6.011042186326702,2.8247673857254405,4.5663645025001705,1.2928949555186895,Iris-versicolor
+57,5.966980330831939,3.4238574827429646,4.53693405177243,1.580890390316749,Iris-versicolor
+58,7.642647542378832,2.9754202054966425,6.629489176653429,2.070662554749404,Iris-virginica
+59,5.855763148360732,3.0,5.150344477644541,1.8022318283876533,Iris-virginica
+60,6.8239275524541085,3.0,5.515889120317506,2.1140065773010774,Iris-virginica
+61,5.390997349695215,2.4219004784641305,3.588539265519697,1.025266010163544,Iris-versicolor
+62,6.184799306678336,3.0,5.14007302368403,1.8388145767781858,Iris-virginica
+63,6.0114460733183925,2.8341343089884745,5.46791488156579,1.7969052211075442,Iris-virginica
+64,6.470867663933494,3.1780837337058765,5.0665361820714505,2.030260755718055,Iris-virginica
+65,6.229425560013985,2.250360578873649,4.467278751725878,1.3542121841461296,Iris-versicolor
+66,5.13940580504315,3.477617664398947,1.400111968300008,0.19969097421741672,Iris-setosa
+67,6.319944619656463,3.2697189166299157,4.7345078477309315,1.5449264377465495,Iris-versicolor
+68,6.55560110095882,3.098496088634968,5.220744227379872,1.9134287793957132,Iris-virginica
+69,7.068244082553905,2.886360431864898,6.160111587650857,1.7355894504122018,Iris-virginica
+70,5.021165740967646,3.474832104468394,1.4065749296666634,0.20880015597584575,Iris-setosa
+71,6.348949215656191,3.3745214687360963,5.702850423513465,2.379265188983573,Iris-virginica
+72,5.143564103390648,3.7649664697586678,1.8257770222175804,0.19756762005030037,Iris-setosa
+73,6.137482365353087,2.223200732302161,4.44897913612391,1.4921565987601768,Iris-versicolor
+74,5.556264890406241,2.478304486735914,3.8787760374623,1.0943455764811165,Iris-versicolor
+75,4.896107703952821,3.4119943934363066,1.709668272446381,0.2047157113537219,Iris-setosa
+76,7.001814644590806,3.1764169045347552,5.880625485324743,2.285594718554324,Iris-virginica
+77,5.446416651397297,3.6848682999640565,1.5851179551591092,0.22087565955164373,Iris-setosa
+78,6.733485884396496,3.316552863952203,5.714341090556043,2.499999574062616,Iris-virginica
+79,5.991600983671264,3.0,5.033420501687163,1.750024378948118,Iris-virginica
+80,4.93284410854087,2.449892806854496,3.169144901068715,1.0197935707286727,Iris-versicolor
+81,6.627290229682676,2.969218605086166,4.490117933862614,1.418016093295206,Iris-versicolor
+82,7.6949133823537865,2.619051576161844,6.899998595255736,2.3052334537568457,Iris-virginica
+83,5.0894842791083255,3.300030803482503,1.4032026716922483,0.20292851504377124,Iris-setosa
+84,5.501488644826992,3.768668304806095,1.4998749223202288,0.3677611847123224,Iris-setosa
+85,6.148817831462326,2.8173175268946777,4.659649702475332,1.1991093155497075,Iris-versicolor
+86,5.898764486412227,2.9046234408550897,4.54370959882947,1.311501050308857,Iris-versicolor
+87,5.365340253298428,3.4442701068024655,1.4958792708127764,0.39356249757039624,Iris-setosa
+88,6.135296505914175,2.9268493726727756,5.543256161871468,1.8419014097210982,Iris-virginica
+89,4.638462112716303,3.5543733224209526,1.000000476864941,0.20304437258738797,Iris-setosa
+90,6.656951406816532,3.0,4.476600282508016,1.4264929589807431,Iris-versicolor
+91,4.659940869056318,3.212850332245822,1.3761422254735234,0.2966222510008913,Iris-setosa
+92,5.367349590923673,3.9,1.3052534543754777,0.29998960975846356,Iris-setosa
+93,5.63479715167238,2.9536846687160327,4.214789265200763,1.287645887077153,Iris-versicolor
+94,6.87558444408803,3.184257720835071,5.902573988262073,2.3030708839552263,Iris-virginica
+95,5.979760613890841,3.4192508798172083,4.541518490468406,1.6544069812983968,Iris-versicolor
+96,7.380435630854331,2.855214695293488,6.366651266941646,1.8251520723930108,Iris-virginica
+97,5.00158884184642,2.0,3.501230311750968,1.0378506850167215,Iris-versicolor
+98,5.693023837311087,2.5019517028431406,3.970719156659836,0.9516348935366117,Iris-versicolor
+99,4.820367932087444,3.0,1.4032177414882887,0.1,Iris-setosa
+100,5.819056676199949,2.65433343288573,5.057110390363196,1.8853758151601185,Iris-virginica
+101,5.59705521895777,2.5535154408059637,4.2368495205964045,1.127048905488747,Iris-versicolor
+102,6.277870297752236,2.272510706699274,4.3922369332674815,1.2592851571465742,Iris-versicolor
+103,5.395250210635826,3.40076238184083,1.5675196888653633,0.27575174304285377,Iris-setosa
+104,4.922174264005061,3.106190407778732,1.4842262945172369,0.1,Iris-setosa
+105,6.680012158654186,3.094221240882842,4.629362313678393,1.4835551797120519,Iris-versicolor
+106,5.928971246692044,2.8064443587263477,4.6339259327004845,1.1533076640374045,Iris-versicolor
+107,5.816678608301819,3.0,4.35648576509843,1.4432703537616804,Iris-versicolor
+108,6.551309718555316,3.0,4.332074555992192,1.3739134061034435,Iris-versicolor
+109,6.202927210929589,2.8156818953416303,4.703606558527068,1.2404510423230315,Iris-versicolor
+110,6.254016080151144,2.904368648638489,5.601421067877893,1.8147663205746438,Iris-virginica
+111,5.4929597070511065,2.763456190088638,4.4100799645647335,1.3198232793597864,Iris-versicolor
+112,7.67184342206427,2.5993674077561852,6.9,2.3001312096560724,Iris-virginica
+113,6.24776271310054,3.4098199439927077,5.634766293681816,2.4034271742828475,Iris-virginica
+114,4.4,2.883311719419953,1.4035042197308762,0.19389359564059433,Iris-setosa
+115,5.166721250243979,3.66744265081934,1.7416367424836647,0.4284639810151484,Iris-setosa
+116,5.329640136587989,2.5749567553801613,4.109634817236376,1.21486832322648,Iris-versicolor
+117,6.931883537903922,3.194239845580975,5.902574214707851,2.28838948069083,Iris-virginica
+118,5.169210261570461,2.7228512119213946,3.825618797782583,1.3999696418610803,Iris-versicolor
+119,6.471499575517162,3.0,4.347440564297133,1.4293018040192194,Iris-versicolor

iris/tab_ddpm/2_3/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.053955207346499,2.503523179780701,3.16648852110687,1.10224663220552,Iris-versicolor
+1,6.571715800937631,3.0376276455440028,4.6723132984598665,1.4490385084901065,Iris-versicolor
+2,5.262403173030192,3.4148469529094414,1.4963686988625877,0.4018057038735929,Iris-setosa
+3,5.314154112215368,3.6076259964218376,1.4874444533768936,0.20603864134564714,Iris-setosa
+4,6.854119305458419,3.204378073518259,5.751890281962252,2.3118894736779434,Iris-virginica
+5,4.600221672509339,3.598697984990009,1.000000763461625,0.1980592122096248,Iris-setosa
+6,5.389486954794841,2.457094987439811,3.4867189071342533,1.0482416109163724,Iris-versicolor
+7,6.146245581834104,2.9089521123706836,5.563993467027839,1.8129514215681721,Iris-virginica
+8,5.030879533214862,3.3916482837510347,1.6202722649035868,0.4021433169539062,Iris-setosa
+9,7.04802375604358,2.8838725674232193,6.146650877630725,1.7361425546543632,Iris-virginica
+10,6.116855727944947,2.6035583328483334,5.600694588105968,1.397903226944858,Iris-virginica
+11,6.95759771547763,2.944182108958894,5.942005384441907,1.9073707040821664,Iris-virginica
+12,6.45865083752266,3.1728907856821364,4.740580401968458,1.5169322322136043,Iris-versicolor
+13,6.295032289449927,3.0,5.229696401741842,1.7719851434495149,Iris-virginica
+14,6.721647036096929,3.042094379400574,5.600492789367817,2.0597591556132206,Iris-virginica
+15,4.4,2.920785485436356,1.39799394409427,0.1998939052674884,Iris-setosa
+16,6.149581158291983,2.5090799360664375,5.092701419490305,1.8810297945393895,Iris-virginica
+17,6.420147589546397,3.0,5.776604093826327,2.199491222937083,Iris-virginica
+18,5.419673624660379,3.9,1.3188761941497278,0.46596487853778445,Iris-setosa
+19,5.2126801760644,2.700176446122306,3.8596863414773406,1.3986874634514592,Iris-versicolor
+20,6.529195451286446,3.192419240825067,5.060930090551194,2.007580723922272,Iris-virginica
+21,6.714602263019544,3.3184393303274637,5.707013073165325,2.499999584049538,Iris-virginica
+22,5.1422519549581605,3.699656683616885,1.4965454537206822,0.4433350613184388,Iris-setosa
+23,4.595605430138904,3.6188501403513067,1.0000004364184707,0.20093826512406707,Iris-setosa
+24,5.480605662816249,3.8994224836893725,1.4418103369174489,0.38092914323363847,Iris-setosa
+25,7.687649421397156,2.6318149799619914,6.9,2.282641624422231,Iris-virginica
+26,5.031669800367166,3.6245345574835732,1.437029743851557,0.20740606654758575,Iris-setosa
+27,5.200887499319625,3.466439868142024,1.4367609413195865,0.19940025617403928,Iris-setosa
+28,6.0075923480776225,3.3764775668775853,4.4762812505275456,1.5275263383894842,Iris-versicolor
+29,5.721270006339405,2.7524408544098167,4.5485177297044554,1.3004752030674043,Iris-versicolor
+30,5.356787532318493,3.514870033573083,1.5325861078134682,0.3440126683618178,Iris-setosa
+31,5.921253087624983,2.7075798111699974,5.135833096788582,1.5811118613897261,Iris-versicolor
+32,5.166798372801796,3.465405077672927,1.4070595000306898,0.20407315786677177,Iris-setosa
+33,5.816312461493745,2.9792204615665097,3.9928025844409043,1.4447263028458448,Iris-versicolor
+34,5.130680555567847,3.4533739296855623,1.4012914756123358,0.19881564253212913,Iris-setosa
+35,5.672788083357396,3.0,4.458258471698298,1.3902595527553727,Iris-versicolor
+36,5.365862052486013,3.726442502495832,1.4960542915296238,0.20310939775795656,Iris-setosa
+37,6.714131810747987,3.1148704577727626,4.679764961572387,1.509452692190444,Iris-versicolor
+38,5.651962033601407,2.8318801806728717,3.675929969044092,1.196058747636974,Iris-versicolor
+39,6.012275547044962,2.7672240754552915,5.019952102543125,1.5712452981074572,Iris-versicolor
+40,6.953770882075929,3.1696163502430252,5.791046443920023,2.2728732752532146,Iris-virginica
+41,5.029692233346934,3.3691749065231824,1.715941455750359,0.3780148952209919,Iris-setosa
+42,7.74534223953233,2.576378953737778,6.9,2.330211039400567,Iris-virginica
+43,5.209502683933535,3.723684222083981,1.4897197540373168,0.2022793477384926,Iris-setosa
+44,5.381351461677012,3.405388552470577,1.4925972710656534,0.3916894572773386,Iris-setosa
+45,7.699808717418,2.583489336382873,6.9,2.2840469463459994,Iris-virginica
+46,4.4,3.232416766585743,1.2691352207743318,0.19651969890081356,Iris-setosa
+47,5.783774125655867,2.667765788287439,4.429773626354347,1.1538892740231526,Iris-versicolor
+48,4.875139791885681,3.051549498514024,1.4803201673581348,0.1,Iris-setosa
+49,4.400000501268897,3.176833756230791,1.324712063436035,0.1995851184173853,Iris-setosa
+50,6.630634634709606,3.0992103030500067,4.605447932384486,1.4958071130418455,Iris-versicolor
+51,6.013767332870289,2.2139853312313744,4.975544301229783,1.5183812722862393,Iris-virginica
+52,4.940306542637873,2.4448049090050867,3.1199066566997575,1.0230007644215708,Iris-versicolor
+53,5.749976402618172,2.612927321490792,3.8379237082002233,0.8353744415946474,Iris-versicolor
+54,5.393455037576492,3.9,1.3322607512554256,0.3711341469248012,Iris-setosa
+55,5.853229280747714,2.8887284354525637,4.442128803195864,1.3184151621907045,Iris-versicolor
+56,4.400000689164556,3.1657934343009093,1.3086747489119674,0.2103849090297042,Iris-setosa
+57,5.126734978781424,3.776892163542862,1.636986555042534,0.20017716954127499,Iris-setosa
+58,5.645784144978342,2.9972803577201352,4.183046468620627,1.305645991533418,Iris-versicolor
+59,6.007127944408328,2.766894442697739,4.874542662740506,1.5776585099328602,Iris-versicolor
+60,6.216422676365861,3.0794784198192775,4.4997415808639145,1.5306697629945631,Iris-versicolor
+61,5.880831314476868,2.8618992093079676,4.384961018471037,1.2454080893762878,Iris-versicolor
+62,5.423084628460736,2.771477901803654,3.5849622342226333,1.2275094634200219,Iris-versicolor
+63,6.596299071440171,3.0,4.543635211417283,1.452142512968878,Iris-versicolor
+64,4.495324076274539,2.331030377524761,1.298322362075241,0.3759013292261874,Iris-setosa
+65,5.4304837881315215,3.3930783104201345,1.6383634229474737,0.22440228659361453,Iris-setosa
+66,6.158975587288679,2.267873075920649,4.30281646870325,1.3066074001731989,Iris-versicolor
+67,4.898707313183328,3.13828001340484,1.5795894934371721,0.1,Iris-setosa
+68,7.675358660190722,2.6322695859362812,6.899998257534613,2.2932451029345877,Iris-virginica
+69,4.606891905344556,3.416075857119207,1.4048739473054344,0.4032535967075806,Iris-setosa
+70,6.875451491195592,3.109220509948768,5.1248914890133355,2.301883087303593,Iris-virginica
+71,5.379170104812037,3.751247435793913,1.5203401520586353,0.22506676101602868,Iris-setosa
+72,6.663400123177628,3.2247314124506663,5.731365366898448,2.0937313529877337,Iris-virginica
+73,5.790753864204628,3.1591556403604364,4.477693422037911,1.4986480905660193,Iris-versicolor
+74,5.009097717919476,2.0,3.5298273130058866,1.018575344117518,Iris-versicolor
+75,5.022038921721644,2.0000006542802584,3.554605435765213,0.8584030855792075,Iris-versicolor
+76,4.882977576713743,3.0,1.397981403848278,0.26902826653154077,Iris-setosa
+77,4.828278721943576,2.9398974897006154,1.3781636557590828,0.20923020240337453,Iris-setosa
+78,6.166965957138292,2.706798313876205,5.607195375530003,1.4809559830698877,Iris-virginica
+79,5.617674500354717,2.8953134597119035,3.647549929659486,1.30777744530257,Iris-versicolor
+80,7.335167057448739,2.909996279380615,6.269942999941313,1.7949817853273253,Iris-virginica
+81,5.3613153884624705,2.915332148315196,4.284720057112942,1.4578303234211893,Iris-versicolor
+82,5.927031373672952,2.1752669044762056,4.966777410017138,1.4783963365771973,Iris-virginica
+83,5.870843284535765,3.0,4.231187917472156,1.495815783396165,Iris-versicolor
+84,5.379945249923741,3.3914008289776394,1.4976134757220356,0.19782325205615064,Iris-setosa
+85,6.014687170387437,2.5257736252004497,5.574680982241551,1.4412251753938383,Iris-virginica
+86,5.58902737899156,2.90806122027502,3.8315032940235407,1.371343467339249,Iris-versicolor
+87,5.9406365001775345,2.7750750872143457,5.03384925187104,1.5961973130230298,Iris-versicolor
+88,7.141598700003688,2.9988990002895703,6.102607945842441,2.033736534222258,Iris-virginica
+89,7.73050286928845,2.7916072071683575,6.722883411552327,2.0070713941866787,Iris-virginica
+90,4.687758670226728,3.418503881218878,1.4463456527758445,0.2384273808698087,Iris-setosa
+91,4.731225705142071,3.402901751148903,1.447294604699138,0.24018054480772943,Iris-setosa
+92,5.662701879495058,2.847072449084056,3.8807278053477456,1.270855839185113,Iris-versicolor
+93,6.804805194561149,3.0271345824070788,5.155484151718935,2.250026835426491,Iris-virginica
+94,5.376437696526986,3.4061170748454597,1.4954310197735337,0.29639898356567385,Iris-setosa
+95,5.027978158554751,3.6907899215293427,1.4153711554880628,0.1997234681737581,Iris-setosa
+96,6.476510794418941,2.9512973832747367,5.585899383535294,1.7997237846752132,Iris-virginica
+97,5.954634948240055,2.7686799129962196,4.298443032690563,1.082050287071992,Iris-versicolor
+98,4.985455032511965,2.0,3.520746790891019,1.0107638880451346,Iris-versicolor
+99,6.300793313310094,2.4588725117781474,5.030087700165319,1.8924446878822991,Iris-virginica
+100,5.9049974361819455,3.0,5.1867003965434195,1.8160210808522825,Iris-virginica
+101,7.9,3.805077973963475,6.43309109078106,1.9909711694210699,Iris-virginica
+102,5.406842636640287,3.8999990720282263,1.3006596314139998,0.4067927477665386,Iris-setosa
+103,7.728330778409443,2.775594594169212,6.7278971545376915,2.0165676312012732,Iris-virginica
+104,6.929187782423376,3.0770825371540527,5.224265629534179,2.28779769626988,Iris-virginica
+105,6.683791656809819,3.307767891573764,5.671071555457276,2.499999457707095,Iris-virginica
+106,5.680961294202593,2.9830756126217164,4.4957475003606255,1.5093372665191205,Iris-versicolor
+107,7.899998849999918,3.806742377268762,6.407641446210865,2.0255414178917577,Iris-virginica
+108,5.500912077328742,2.8549595389569737,4.31148828795903,1.3745356744265749,Iris-versicolor
+109,4.997663607806879,2.0,3.525817496096764,1.0344053335244123,Iris-versicolor
+110,5.968327002418384,2.170169527143419,4.9998600045195065,1.4960740267046992,Iris-virginica
+111,4.581946649701946,3.61272850182145,1.000000413467213,0.19498563585474424,Iris-setosa
+112,6.799489417272729,3.1972670096829945,5.766396036904418,2.290527927195608,Iris-virginica
+113,5.610547162842759,3.0,4.475779202086759,1.4967341298013561,Iris-versicolor
+114,6.233437359516713,3.273963897210536,4.717085202529854,1.5683902483902097,Iris-versicolor
+115,4.594832737944408,3.593885625191961,1.0000005916219628,0.2013959306880379,Iris-setosa
+116,7.899998853148149,3.8069306350780683,6.392723351265657,1.9734288756828036,Iris-virginica
+117,5.029599518695725,2.000000606438865,3.410453458494419,1.0298411354228147,Iris-versicolor
+118,6.8653070350059275,3.1889519608271533,5.84259992312506,2.304101139945948,Iris-virginica
+119,6.15083025617029,3.1695731136558325,4.60114298010268,1.4661848573199674,Iris-versicolor

iris/tab_ddpm/2_3/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.799588379969016,6.365984270815161,2.001875527486355,Iris-virginica
+1,4.8165827149656355,3.3941538762193466,1.5022061373095672,0.19897194576538418,Iris-setosa
+2,5.222283788666842,2.697023058943096,3.976049138822737,1.3813764007077247,Iris-versicolor
+3,6.724769609509809,3.0771616851113817,4.644109103175378,1.4673394672520605,Iris-versicolor
+4,5.007074112962552,2.477394749129394,3.10128724748057,1.0704355226021103,Iris-versicolor
+5,5.188159114772294,3.37823867276475,1.3779710883353302,0.20522067495270052,Iris-setosa
+6,5.659640879788365,3.8020910591879367,1.615260541541795,0.295165970810027,Iris-setosa
+7,5.191590783657942,3.4066479248654047,1.408053582639641,0.20126794870579584,Iris-setosa
+8,4.609124244696246,3.6104370861996333,1.0000004921682426,0.19654278813486112,Iris-setosa
+9,6.666608364177501,3.2496696677919963,5.589829333602424,2.059324332563622,Iris-virginica
+10,7.067800489961292,3.2004683337090993,5.770898381032901,2.290348101016995,Iris-virginica
+11,5.289540770563105,3.677121997323497,1.4991004595746455,0.20672220445380046,Iris-setosa
+12,7.40492517611308,3.0,6.379645284217856,2.097496546179669,Iris-virginica
+13,5.581945534295759,2.998417414578026,4.069377987436203,1.3086628349627496,Iris-versicolor
+14,6.258009857364187,2.2597715729676056,4.371880207752955,1.3195359604153065,Iris-versicolor
+15,7.686313259853731,2.6247136817371657,6.9,2.32900134385843,Iris-virginica
+16,7.715676916229525,2.805282632020968,6.722983406108418,1.9822331177698207,Iris-virginica
+17,6.216045014078835,2.502557124354123,4.741063692745891,1.4987752873361433,Iris-versicolor
+18,6.801075372005042,3.2035716102367235,5.758187501850861,2.28599107987641,Iris-virginica
+19,7.747620346578877,2.555212891074811,6.9,2.343098159145724,Iris-virginica
+20,6.0400794285471235,2.2053839668623594,4.968773401253618,1.5028114833225619,Iris-virginica
+21,6.799261009664904,3.233971349782846,5.735763139317216,2.252615225416394,Iris-virginica
+22,6.706919877194751,3.2848012197390144,5.687195422452818,2.499999201733952,Iris-virginica
+23,5.658159901105519,3.790033813965649,1.6461608282227695,0.2978221067576797,Iris-setosa
+24,5.507497391923532,2.4509470755886786,3.7087089685532035,1.021678552905254,Iris-versicolor
+25,6.515658897812489,2.9635348365016037,4.345149775078343,1.3403849424489098,Iris-versicolor
+26,5.25621514022764,3.396489990453658,1.4889580261375002,0.38489562840225866,Iris-setosa
+27,4.8886950059852765,3.426576682902417,1.5873864387121852,0.20239248423988404,Iris-setosa
+28,6.635701496764158,3.045906538631295,5.782095948078177,2.247574806150117,Iris-virginica
+29,7.9,3.8289675186000416,6.4506646095752584,2.0147626195073927,Iris-virginica
+30,6.993345440304668,3.127651392075083,5.122542990348374,2.2990210120695904,Iris-virginica
+31,6.675534281326792,3.317482778907357,5.72870512284535,2.5,Iris-virginica
+32,5.936916891610756,3.1887652927242396,4.519932072089307,1.5320240833673309,Iris-versicolor
+33,6.313460931095718,2.4457282274614407,4.85645878738313,1.509120191958821,Iris-versicolor
+34,5.789947472959491,3.0,4.189612903284661,1.448553614161215,Iris-versicolor
+35,5.452281489170684,2.5749805729968025,4.372144872216732,1.1691043103081906,Iris-versicolor
+36,6.659927286264116,3.2573357874689504,5.403197926564131,2.153690849181857,Iris-virginica
+37,6.680929755121632,3.1006610388382114,4.691284720787505,1.4936002286650376,Iris-versicolor
+38,4.806443473069691,3.4017550706442434,1.6019052841304668,0.2067006743394536,Iris-setosa
+39,5.171021378593443,2.677246580954207,3.8333951093052034,1.3863019228329136,Iris-versicolor
+40,4.844712284714071,3.4003986297190734,1.8086149024939562,0.2028256696002905,Iris-setosa
+41,6.481140623822562,3.0,5.513569022383795,1.8542820613268003,Iris-virginica
+42,7.728788440618563,2.57373951663784,6.9,2.281980636404419,Iris-virginica
+43,5.101523019727024,3.535286370191071,1.4048627803494873,0.19457510762796743,Iris-setosa
+44,6.72301970461918,3.0622033630035674,5.681247576028228,2.069473257768967,Iris-virginica
+45,4.979128419421336,3.406597997561689,1.5787044341781888,0.3637450460968173,Iris-setosa
+46,5.792499892489061,2.7356367448825747,4.265558620056371,1.0176036691260653,Iris-versicolor
+47,4.809601213653726,3.0,1.3977995225950104,0.2530306876124104,Iris-setosa
+48,4.802992870616283,3.3939075479369833,1.640411673963656,0.20580939153124117,Iris-setosa
+49,6.648322230438571,3.0483865709991913,4.624848126764277,1.4746904143737636,Iris-versicolor
+50,6.17118789126376,2.3201642898687553,4.332222346913745,1.2317088873912327,Iris-versicolor
+51,4.918711595542486,3.0,1.409200754669526,0.1987529944684246,Iris-setosa
+52,5.199956702868861,3.722898555153793,1.8556947083017523,0.40594809243710495,Iris-setosa
+53,4.612226431416668,3.5998677198695677,1.0,0.2056203233764682,Iris-setosa
+54,5.043204987116869,2.497355272617636,3.1052158262224574,1.0921604147773805,Iris-versicolor
+55,5.561637670362036,2.9128560735511404,3.6087472341084665,1.3015488266556632,Iris-versicolor
+56,6.809629049959158,2.7984585229302876,4.78177678393308,1.4014733586687438,Iris-versicolor
+57,5.638095920208694,2.892025895178868,3.7481801360793234,1.3060922806422466,Iris-versicolor
+58,4.599533040389347,3.6318644306181485,1.0,0.1951972688362642,Iris-setosa
+59,5.012029037488521,3.662551004663081,1.4211070078025854,0.20276395802346073,Iris-setosa
+60,6.865702947962792,2.857467028762805,4.834301986015159,1.4062115006909852,Iris-versicolor
+61,5.975350965843104,2.9192566674566014,4.581005492270323,1.3367491295397353,Iris-versicolor
+62,5.268663743029868,3.4096038597736644,1.4127317800576034,0.19941454443130796,Iris-setosa
+63,7.708758941090972,2.6082100707318956,6.899998951713242,2.3058172523056464,Iris-virginica
+64,6.304085881865682,2.28201000810394,4.40792302016743,1.3098738562901138,Iris-versicolor
+65,4.797052127366,3.0,1.4008262887203877,0.10000011076104709,Iris-setosa
+66,4.4,2.902087109479441,1.3933343639710267,0.20266279399475326,Iris-setosa
+67,6.560193663045301,3.0,4.3857709417696435,1.3910420192356618,Iris-versicolor
+68,6.819540206582921,3.1537317210310443,5.814722351286658,2.295155444880664,Iris-virginica
+69,5.113659328837726,3.6997472479138325,1.4907773337493222,0.4005824277958353,Iris-setosa
+70,6.3860386604716215,2.8863331569465895,5.629220505216934,1.771722233590718,Iris-virginica
+71,6.706503642943483,3.0227555560926023,4.685971834915789,1.490738789126118,Iris-versicolor
+72,6.669922631147335,3.2893396362971807,5.72477783343433,2.499999408561538,Iris-virginica
+73,6.47499341303572,2.929540595413879,4.363133297606097,1.325713983627976,Iris-versicolor
+74,6.046581847859429,2.6171166692287353,5.475522781012369,1.5348878379017832,Iris-virginica
+75,7.579846384248808,2.842924603301799,6.62848861490305,1.9293812464526163,Iris-virginica
+76,7.711299762600564,2.596268048771346,6.899998883248042,2.2987883804843223,Iris-virginica
+77,7.693886095060182,2.8106131961097858,6.693266338110424,2.018941215893053,Iris-virginica
+78,5.107610352377033,3.479043463543364,1.3859042503475634,0.28579699374354983,Iris-setosa
+79,5.87328530087463,3.0,5.09068904336341,1.768644356362709,Iris-virginica
+80,6.327565978898944,2.373961057619537,4.45847700645436,1.27418893072431,Iris-versicolor
+81,4.400000675319165,3.178765111329487,1.2643692091849088,0.1978330552123602,Iris-setosa
+82,5.940969208881625,3.0,5.1124316881808465,1.8254292711602136,Iris-virginica
+83,7.537244345921878,2.812556456128545,6.625538325371635,1.9363714143487283,Iris-virginica
+84,5.45168129293518,2.6060706744875137,4.398900044296319,1.2243726301196127,Iris-versicolor
+85,5.3254014696018475,2.5139869739688288,3.9688915340226023,1.1202878617681602,Iris-versicolor
+86,4.625523889198107,3.641442499915895,1.0,0.19062631671679076,Iris-setosa
+87,6.100549400774416,3.017086673683734,5.074996972321831,1.8933252983285351,Iris-virginica
+88,6.724911207864199,3.248371965981185,5.716821066114101,2.079036927162902,Iris-virginica
+89,4.855000822125114,3.0692193047985223,1.490500117739027,0.10000009291681225,Iris-setosa
+90,5.530377243504785,2.583065266081489,4.29744386224978,1.1826294631220082,Iris-versicolor
+91,5.856987324410568,2.738338342535926,4.283846525386739,1.129718872012589,Iris-versicolor
+92,5.0656215783401075,3.509795068424282,1.4037812873878357,0.19651837374409814,Iris-setosa
+93,4.400000568420201,3.0,1.3364536940909106,0.1924398946498242,Iris-setosa
+94,5.850566814066328,3.0,4.21135213554044,1.4817467922968073,Iris-versicolor
+95,5.112214357373736,2.5062855108027513,3.052453730452796,1.081344218710043,Iris-versicolor
+96,5.821479468698486,2.715767552723653,4.1524645974994945,0.9673625504758794,Iris-versicolor
+97,4.815911103852586,3.0,1.3844995256908281,0.10000010984129733,Iris-setosa
+98,5.634290455255645,2.973153831667227,3.973493028366912,1.2916738219572665,Iris-versicolor
+99,4.4836439341640695,2.2571359608959596,1.2811546389272912,0.2887057446175151,Iris-setosa
+100,4.890932281606812,3.1195403216514315,1.4787545023164803,0.1000000959493345,Iris-setosa
+101,4.99025977923007,2.0,3.132103203830871,0.9643708337714894,Iris-versicolor
+102,6.572762168964117,3.0192979580358674,5.295677059485147,1.9638762328616108,Iris-virginica
+103,6.405870191856705,3.0,5.726626974468019,2.0832745162923865,Iris-virginica
+104,6.471001061509847,3.0,5.783259966533302,2.1970674491719357,Iris-virginica
+105,5.705674045070484,2.7128103285092253,4.443835340258025,1.1458144025202943,Iris-versicolor
+106,5.671812682540908,2.846311361604028,4.0773318161480745,1.225693804360645,Iris-versicolor
+107,6.025170465911512,2.96643785015938,5.409194488451264,1.8615505466834297,Iris-virginica
+108,5.194181464476375,3.6842780579307237,1.4963930172082716,0.3924102510889281,Iris-setosa
+109,6.94306413332922,3.193794046953072,5.755827605124875,2.3202211600650524,Iris-virginica
+110,4.4,2.9121797847003195,1.3842778980923647,0.19860680350339294,Iris-setosa
+111,6.051746633355752,2.3711704722490263,5.335772620501568,1.4586336664194461,Iris-virginica
+112,4.8323046597015855,3.0,1.410951015399754,0.1,Iris-setosa
+113,5.886786702040041,3.0,5.040021554888696,1.8173852398847152,Iris-virginica
+114,7.1977557976277655,2.8753523366183633,6.160590491926024,1.7598113006554532,Iris-virginica
+115,6.312468226452217,2.9247122209216863,5.594650380021072,1.8303051243504191,Iris-virginica
+116,5.87654874448629,2.6935236944482916,4.331983976195308,1.0682959114272947,Iris-versicolor
+117,4.4,3.13550376953672,1.3179754862899995,0.20393106464251623,Iris-setosa
+118,6.6773079946407154,2.502518581498225,5.824105664772219,1.8030904996045518,Iris-virginica
+119,5.061099958817001,3.5034754978000513,1.3970692823979942,0.19722282721178247,Iris-setosa

iris/tab_ddpm/2_3/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.171980305131204,2.6312406659700756,5.6081246771811,1.4124884597421261,Iris-virginica
+1,5.104893814266996,3.5073985199370803,1.3824128318353477,0.3210785193834963,Iris-setosa
+2,7.5159379943827185,2.8310352412879576,6.492947414791827,1.8762812160104831,Iris-virginica
+3,7.9,3.8014352700603817,6.434361438398728,2.0063234219847237,Iris-virginica
+4,6.387256305008641,3.286559913555498,5.697859972609034,2.3568153971872965,Iris-virginica
+5,6.59120939529354,3.0,5.5483310366104455,1.9083367883087725,Iris-virginica
+6,5.108359085139269,3.4462824889136408,1.4212110684588322,0.22908108845935213,Iris-setosa
+7,6.506399676415568,3.0,5.53533126465988,1.8119713042005063,Iris-virginica
+8,6.7921375778787585,2.815732283772992,4.8692570044073555,1.413043988282154,Iris-versicolor
+9,6.3530943812455964,2.5402485468923093,5.398479010886306,1.873022188392957,Iris-virginica
+10,4.900049898358991,3.0890030417400434,1.74838954629961,0.1,Iris-setosa
+11,5.012020111614096,2.0,3.3603661178113393,1.008498768833857,Iris-versicolor
+12,5.010584199846825,2.0,3.378309549015036,1.0510956931224393,Iris-versicolor
+13,6.06194261121393,2.67464642728566,5.1099858409180365,1.5803555023741045,Iris-versicolor
+14,7.710935191173633,2.605097288574409,6.9,2.3183115139838177,Iris-virginica
+15,5.0859518166333615,3.5102652264582823,1.3924780540995534,0.24657345910254913,Iris-setosa
+16,5.988275240185546,2.9145640963651767,4.585404181847938,1.3318126829619166,Iris-versicolor
+17,5.714016038721339,2.7381667502576144,5.050903326604897,1.9085432682493968,Iris-virginica
+18,6.4522254287621275,2.9187741639870706,4.340007065256025,1.3217303843094104,Iris-versicolor
+19,6.1124533925293285,2.984730838318179,5.3546685733697315,1.7950270178235177,Iris-virginica
+20,6.106284043315796,2.8542922916574245,5.554090787643813,1.7829082171805126,Iris-virginica
+21,6.09567915496566,2.6021564056116446,5.625845482108833,1.4256768870064054,Iris-virginica
+22,5.4250358292287535,3.8999994982747133,1.3316994597544833,0.39030382356490745,Iris-setosa
+23,4.9421315848307055,3.0490619472719467,1.4049595295983643,0.19558563251928462,Iris-setosa
+24,7.519907507627994,2.8813466615584007,6.553072649016324,1.8690377423575244,Iris-virginica
+25,7.1636532110765305,2.9228663481792916,6.0700374228659255,1.7948834771467383,Iris-virginica
+26,6.692720312993771,3.3087973358229825,5.681907228497481,2.4999995630391085,Iris-virginica
+27,5.540589683239385,2.5861507331423836,4.258967384466263,1.1435686826348572,Iris-versicolor
+28,5.821023889690334,2.6691264950153664,3.977193443563973,1.0357076539469894,Iris-versicolor
+29,6.698026306212448,3.329945740819618,5.706594372123265,2.5,Iris-virginica
+30,6.633600671192419,3.3002112725201256,5.660598096907588,2.234252773895637,Iris-virginica
+31,7.64886938524236,2.612707222256383,6.899998757515512,2.2832148754418595,Iris-virginica
+32,6.056443685556864,2.243006067902519,4.995510676370694,1.509674434037222,Iris-virginica
+33,4.61207083761998,3.602869527610741,1.0,0.1985798288153866,Iris-setosa
+34,6.969166205871949,3.1546261573706205,5.46786273155917,2.3003372232255686,Iris-virginica
+35,5.037266965467553,2.4862417223004254,2.843614094643366,1.06222256885479,Iris-versicolor
+36,6.812797556990211,3.0,5.420740916270223,2.222365067587221,Iris-virginica
+37,5.044463643777999,3.5290970453035393,1.3983089506673998,0.2018471761865898,Iris-setosa
+38,6.433345895319823,3.0,5.506117440942662,1.8150252659182746,Iris-virginica
+39,5.6081744464,3.777369725894434,1.6621508858761889,0.2942646512750866,Iris-setosa
+40,4.968127640709265,2.0,3.5836416860486717,1.0509413031674426,Iris-versicolor
+41,6.3005333807977735,3.3769727524371493,5.642428932631085,2.392458121544092,Iris-virginica
+42,5.125872964294803,3.4938604668891116,1.4018467479317824,0.29657172739677357,Iris-setosa
+43,5.789367115800584,3.0422783210710085,4.440955714950865,1.5175788633531004,Iris-versicolor
+44,6.016802569149998,3.180697809140744,4.513617363744131,1.5298513452678841,Iris-versicolor
+45,5.410349928408792,3.412893657401771,1.7141435551351734,0.20024242846275997,Iris-setosa
+46,5.075543362613996,3.4017514408952563,1.7315163350605371,0.3558790598164659,Iris-setosa
+47,5.230658185603219,3.412784168736562,1.3996287287710372,0.19737250806263568,Iris-setosa
+48,4.630437671540029,3.397536079085047,1.408632545084319,0.31566714802868195,Iris-setosa
+49,5.896710553922969,2.7179093362299063,4.13453133517131,1.0036681447717966,Iris-versicolor
+50,6.919816899944297,3.1670031676650208,5.728545281387417,2.3233328591597657,Iris-virginica
+51,7.741299180932874,2.5707288738018335,6.899998667088545,2.284460085333341,Iris-virginica
+52,5.426385824419049,3.3868550965749002,1.6543547254500586,0.4429718902925255,Iris-setosa
+53,5.812230304653783,2.9165463807058427,4.487102987136598,1.3287635718730324,Iris-versicolor
+54,6.8256665140452055,2.7678400532114273,4.853015648654024,1.3952143677070974,Iris-versicolor
+55,6.6121648609775265,2.4644979076494105,5.7434606290910875,1.7622680442879417,Iris-virginica
+56,4.503919387806151,2.3461867291026746,1.2866180368504438,0.3069633317196688,Iris-setosa
+57,5.923448144706284,2.876447543561093,4.614591419808402,1.3456534691384288,Iris-versicolor
+58,5.532374702324619,2.610322769533366,4.411829564068215,1.242681567915052,Iris-versicolor
+59,4.788137619812642,3.3743305249384905,1.7373548216275962,0.19663315290966427,Iris-setosa
+60,6.193561880537351,2.7908277545871503,4.2778658723474505,1.1587572130148782,Iris-versicolor
+61,7.9,3.8201006562440205,6.451753739500739,2.0338196039504144,Iris-virginica
+62,6.2976790883648395,3.319642173731492,4.74012575119214,1.6129441468733445,Iris-versicolor
+63,5.079434337872807,3.49333272203152,1.3876921684133778,0.20388353109584323,Iris-setosa
+64,7.393328540422006,3.0,6.3167625491814245,2.081218886744736,Iris-virginica
+65,7.728813808953377,2.541045778949127,6.9,2.3165538268458192,Iris-virginica
+66,4.954962858035651,2.4152614475850833,3.0784732175844525,0.9898041401900977,Iris-versicolor
+67,5.099423274226374,3.4637063109437234,1.3974801662861986,0.19938577629264637,Iris-setosa
+68,6.108408345484594,3.064885965630285,4.625895485137568,1.532017153874932,Iris-versicolor
+69,5.8114513845036,2.864500864347986,4.56212754846019,1.3190730161839825,Iris-versicolor
+70,6.914409988863493,3.063673319970516,5.1423474579182455,2.2658366984434544,Iris-virginica
+71,6.207589360944682,2.2957724105640804,5.120130845121827,1.6250434468893133,Iris-virginica
+72,5.969259914961669,3.36644139469574,4.539421151127813,1.5734221157583101,Iris-versicolor
+73,7.7378927769080015,2.968605790420487,6.73447032172968,2.067187707282068,Iris-virginica
+74,7.704695911128037,2.791664442901518,6.672303797515748,1.9881213380603209,Iris-virginica
+75,4.896989568769435,2.407959391690121,3.140393022975352,0.9766112888976255,Iris-versicolor
+76,5.63167208352666,3.0,4.206776439335205,1.3150663882046043,Iris-versicolor
+77,7.237864680981587,2.876891190344616,6.202672846732784,1.7717507081525132,Iris-virginica
+78,5.568477495495289,3.0,4.0746809653891285,1.3067013313357987,Iris-versicolor
+79,5.664430902999599,2.85822339837529,4.0356403561209095,1.262649924188272,Iris-versicolor
+80,7.698239481731777,2.5884216165290597,6.899998671198529,2.305902159603859,Iris-virginica
+81,6.115491651031752,3.0865413624891547,4.634514435627717,1.4694428861696514,Iris-versicolor
+82,4.891821304684681,3.042434706883081,1.47540578653307,0.1000001091155352,Iris-setosa
+83,4.966399958076985,2.445836490487548,2.9710612005161967,1.0315519683565622,Iris-versicolor
+84,5.750976959257416,2.870424409177893,4.366721106140421,1.2580970055591467,Iris-versicolor
+85,4.624063801496575,3.599960508204958,1.0000004225139578,0.1980745440737249,Iris-setosa
+86,5.273503369528314,3.7159504173932785,1.6296443761106214,0.20084221369153474,Iris-setosa
+87,5.216059274073159,2.719541601589244,3.9684329710966013,1.399561620790819,Iris-versicolor
+88,5.797088174409568,3.0,4.406835470981981,1.521563641616974,Iris-versicolor
+89,5.592705089044746,2.4615037039304046,3.8640653378437104,1.0743429232261859,Iris-versicolor
+90,6.718036767633763,3.314614086963235,5.712044020401894,2.5,Iris-virginica
+91,5.314464604860898,3.4287966129698106,1.4987130913907676,0.38522818366580885,Iris-setosa
+92,5.749618968095554,3.0,4.418390103418151,1.4746349144976494,Iris-versicolor
+93,5.713250853004087,2.644092453364113,4.2386807593792355,1.137575120015054,Iris-versicolor
+94,6.9498332584903135,3.2183541714752715,5.645258149532518,2.3139790415384875,Iris-virginica
+95,6.643903625676476,3.1402020787973624,4.646727425192842,1.4913498710460038,Iris-versicolor
+96,7.649468447426198,2.6201264793774475,6.9,2.2958147104537767,Iris-virginica
+97,4.4,2.871179022900287,1.3996786293723285,0.2021173551142369,Iris-setosa
+98,5.544835856793191,2.4649667045284693,3.727422121758667,1.075525411623417,Iris-versicolor
+99,4.400000521497039,2.9974797191150993,1.38224114422898,0.19958372018062465,Iris-setosa
+100,5.077810464025448,3.526695577376545,1.4004978625732678,0.20141431570610224,Iris-setosa
+101,4.991530718706958,2.0,3.5056419188107366,1.0567957622442905,Iris-versicolor
+102,5.142167356278384,3.794245549163195,1.7947892431233907,0.20204633444164496,Iris-setosa
+103,6.086580159013291,2.594816637357666,5.581128851076011,1.3859449891266118,Iris-virginica
+104,5.593909661070579,3.7952074868394785,1.6875892306255802,0.2782772373307624,Iris-setosa
+105,5.88818934332049,3.1800803974201397,4.2946241517174695,1.5260820844042617,Iris-versicolor
+106,5.075727463159758,3.5383820107286894,1.411989860175542,0.3247341429946122,Iris-setosa
+107,7.5428983091839745,3.0,6.575413498569736,2.1163692116606185,Iris-virginica
+108,7.4836790223717475,2.868411967535067,6.513107861307564,1.8713608919076814,Iris-virginica
+109,4.970238005379436,2.0,3.221580690098149,0.931596935912721,Iris-versicolor
+110,4.400000816631179,3.2322672911921315,1.2874003722955807,0.20512885392472158,Iris-setosa
+111,5.175533124004324,3.460788830330276,1.4815655322401928,0.20009319266887118,Iris-setosa
+112,7.155920577566759,3.0542163295144773,6.115735038913955,2.203214148811735,Iris-virginica
+113,6.316239937131669,2.2855225846740703,4.382020278842676,1.3028949760766741,Iris-versicolor
+114,5.00736434588561,3.613707916402861,1.401743130507905,0.20175569149759706,Iris-setosa
+115,7.9,3.79349484022806,6.416983561163243,2.0092515656892944,Iris-virginica
+116,4.993016298935025,2.0,3.5356121818037867,1.0156661079862335,Iris-versicolor
+117,7.430285210435513,2.860553528162688,6.431797564679229,1.8442473294889214,Iris-virginica
+118,4.75338049514802,3.0,1.400000118485336,0.2962244585820569,Iris-setosa
+119,4.500772464295008,2.322556229489462,1.2967330451248398,0.2936057166073735,Iris-setosa

iris/tab_ddpm/2_3/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2_3/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/2_3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.085133765809018,2.326161178165898,5.0824550175071135,1.5188105382126875,Iris-virginica
+1,4.598631233507739,3.638344183093259,1.0000004291877547,0.2011847090851542,Iris-setosa
+2,6.541271788257904,3.0,5.496143378654387,1.8180986064091211,Iris-virginica
+3,6.8410585859877004,2.7772088460782323,4.784371616012816,1.389714149559181,Iris-versicolor
+4,6.302332734712527,3.3894381370521622,5.6461946595773655,2.385938497587929,Iris-virginica
+5,6.409444070092899,3.2614097735160477,4.747569393854628,1.5856302790603043,Iris-versicolor
+6,4.9024343486971835,3.0,1.4006890493933664,0.19770232485346467,Iris-setosa
+7,4.833157132406353,3.378021178998923,1.493483569703963,0.1992554841560212,Iris-setosa
+8,6.708779054732895,3.2785709106092726,5.683759932888782,2.4999994310840985,Iris-virginica
+9,5.77724872268921,2.876214199215383,4.567672878657494,1.3370950371236565,Iris-versicolor
+10,5.247252104275329,3.68858885276234,1.6293224065209617,0.40492890004310056,Iris-setosa
+11,6.556724778457302,3.0,5.525581319051038,1.8048687271126633,Iris-virginica
+12,5.711063690290915,2.9674549302707587,3.802049989603899,1.3470434691881092,Iris-versicolor
+13,6.338672791668652,2.923220744081259,5.552167072342439,1.7772725745048468,Iris-virginica
+14,5.767453715153668,2.6850729156104216,5.0928191288897775,1.915776570455035,Iris-virginica
+15,5.727472735481741,2.8195314995543788,4.275907232427034,1.2673151004009005,Iris-versicolor
+16,6.065965264472701,2.5685833606508366,5.602743906680624,1.3953672243011321,Iris-virginica
+17,5.215395432393568,3.5319995716675945,1.429601270031342,0.19846673063599063,Iris-setosa
+18,7.722796019289228,2.61343309582689,6.9,2.308220978470655,Iris-virginica
+19,5.099275073762335,3.4999998585042276,1.4104155304149022,0.32366356406341296,Iris-setosa
+20,7.735385455603245,2.601491328402724,6.9,2.3030464565630306,Iris-virginica
+21,6.191722641151576,2.7883391851492525,5.57387521922469,1.670620304794204,Iris-virginica
+22,5.998674591792202,2.181526472967901,4.9772535839819145,1.5133324380699817,Iris-virginica
+23,6.28328363015449,3.384840796806094,5.590499514753867,2.4056114366114967,Iris-virginica
+24,5.476134829764355,2.5469274070798886,3.9051777241538774,1.1361246614961344,Iris-versicolor
+25,5.112210581263711,3.787407437956464,1.814767745673188,0.2802950740484583,Iris-setosa
+26,7.696616910939038,2.826428742494028,6.676958839280687,2.036256916934361,Iris-virginica
+27,5.222119091539387,3.4379776717493757,1.4583927598464121,0.20200793479688456,Iris-setosa
+28,5.120702268227761,3.717220040831209,1.583082377256082,0.2066257587457069,Iris-setosa
+29,5.683277620685504,3.0,4.212557523298747,1.3622298189239865,Iris-versicolor
+30,4.400000493729982,3.1728817624849905,1.2952763114535564,0.1855301258098988,Iris-setosa
+31,4.579342080759474,3.396199100673974,1.3810720699614807,0.3265241647425271,Iris-setosa
+32,5.012446275143084,2.0,3.6119537381436673,0.8891594962641798,Iris-versicolor
+33,4.926503924539741,2.4613252076095353,3.3254386468791512,1.0538001348250263,Iris-versicolor
+34,7.705124600924167,2.57169020843521,6.9,2.2936512064684997,Iris-virginica
+35,5.653879458021442,2.936169224598029,3.7639177804304547,1.3168089393945346,Iris-versicolor
+36,4.999174413427273,2.0,3.5489094086315656,0.9639507982549134,Iris-versicolor
+37,7.9,3.807770173845999,6.388802282679668,2.0307995873241143,Iris-virginica
+38,6.59470420341761,3.0,4.4366198399528685,1.394120132663979,Iris-versicolor
+39,5.379855458228998,3.4078272864549817,1.491327406474515,0.34683609175435837,Iris-setosa
+40,5.632966110336552,2.9247010635728268,3.9189692021727693,1.323436382373445,Iris-versicolor
+41,5.3955025621678825,3.9,1.313638319607642,0.3803278942915109,Iris-setosa
+42,7.9,3.8135056463156465,6.362358387300162,1.9833445851479043,Iris-virginica
+43,6.349130936243203,3.2515959545962403,4.734328757512081,1.5536483555741019,Iris-versicolor
+44,5.645558636224382,2.8565128185896467,3.7442250726382715,1.2946302721922345,Iris-versicolor
+45,4.937261970898021,2.4333777241347376,3.3742793333424497,1.0575944816352296,Iris-versicolor
+46,6.074756783051807,2.613401543570345,5.151779918127417,1.5638833507975978,Iris-versicolor
+47,6.18459188963052,3.372799648410231,4.5826782275471,1.6515681006063063,Iris-versicolor
+48,6.526262623632447,3.302469332827085,5.630821984984448,2.357487457238094,Iris-virginica
+49,4.786492323416981,3.0,1.4009809473768875,0.29856278506872674,Iris-setosa
+50,5.756469169249083,2.8016979034123715,4.001314649105831,1.213859383031538,Iris-versicolor
+51,5.4108952410165045,3.899999626740964,1.2831151732017942,0.325348804543149,Iris-setosa
+52,4.837586235227701,3.4252789917237876,1.5379242986369253,0.20600987445403884,Iris-setosa
+53,5.951918374824055,2.860027805416542,4.652331208169269,1.4746124209586942,Iris-versicolor
+54,5.407129284019094,3.403648670158005,1.5842212137588945,0.19560349311619626,Iris-setosa
+55,6.577958751360331,3.0,5.834108317885743,2.2172721455392543,Iris-virginica
+56,5.456082024292636,3.388950693323772,1.6755694726593569,0.19769464091264305,Iris-setosa
+57,5.616779526102396,2.600262847423266,4.268186606770839,1.1436883356621639,Iris-versicolor
+58,5.178575635469379,2.6678912994591806,3.7915945459619254,1.3828187446936728,Iris-versicolor
+59,6.7785230951353945,3.2438332587050027,5.81733413761749,2.323636666493292,Iris-virginica
+60,7.899998983750497,3.80371586150855,6.430718665272857,1.9998259946140546,Iris-virginica
+61,5.930404447024937,3.0,4.372779020531204,1.5094558102427191,Iris-versicolor
+62,6.397211101237301,3.222349203396733,4.71450859696256,1.530288316403574,Iris-versicolor
+63,6.0227561624441,2.722813468445683,5.075799812091592,1.5924916362415915,Iris-versicolor
+64,5.320847377152695,3.685888765680527,1.5148138000880405,0.21230678085290702,Iris-setosa
+65,4.4,2.916028033752006,1.40163714701943,0.20033409905581914,Iris-setosa
+66,5.70236001814095,2.907071424476143,4.618483735591812,1.447424896537151,Iris-versicolor
+67,5.816361577255179,2.845476139314815,4.766871047970798,1.5330308789684386,Iris-versicolor
+68,6.163262205689614,3.3425711742649153,4.650346869875968,1.5648418326041438,Iris-versicolor
+69,6.8573837926804835,3.2054119264386447,5.643797176819439,2.3162914408592985,Iris-virginica
+70,5.210867149208368,3.4364832939235233,1.403179195842246,0.21972967169627755,Iris-setosa
+71,6.081655418811859,3.3625348049309105,4.522451874725835,1.6285052181093116,Iris-versicolor
+72,5.901708949570696,2.6698588916155117,5.074506892137161,1.8971789986125476,Iris-virginica
+73,5.5992326043027365,2.8397940480850035,3.5604787248214813,1.300321631744641,Iris-versicolor
+74,6.872034905853523,3.002221783793983,5.274344653026845,2.21472816210112,Iris-virginica
+75,6.226949119532215,2.8249292833206767,5.600703438760578,1.7848931048879364,Iris-virginica
+76,5.021339952657723,2.4817889151152897,3.0810196688853164,1.072998615779915,Iris-versicolor
+77,5.640033672948196,2.854138270665765,3.610851794780589,1.2890466209428382,Iris-versicolor
+78,4.6311781739469975,2.7519379977396023,1.3294027703824813,0.288991426303195,Iris-setosa
+79,6.101695408491817,2.5452841185120563,5.519774390053673,1.4340587754865777,Iris-virginica
+80,5.003206667799597,2.000004501112012,3.4732509512369356,1.0104896283146776,Iris-versicolor
+81,6.683605553619388,3.0,4.621176106945307,1.454759207101289,Iris-versicolor
+82,4.769341694057057,3.0,1.3835221253411354,0.3272782174846469,Iris-setosa
+83,5.5704032355445445,2.4396694246065627,3.7905801769436054,1.1021859009194659,Iris-versicolor
+84,4.651222658859359,3.407788387890181,1.386487460746793,0.2970841107411763,Iris-setosa
+85,6.596120934897219,3.1291089288277996,5.285840128922196,2.037004481462853,Iris-virginica
+86,5.584565564739594,3.0,4.1152765555043676,1.3102003858912625,Iris-versicolor
+87,5.311051176848483,2.6896946303365525,3.9754590084748975,1.341694155909357,Iris-versicolor
+88,6.763778021215339,2.7436497001234637,4.733156434603696,1.3883487732045214,Iris-versicolor
+89,6.7073389095923055,3.272218841703488,5.674817008850776,2.10793347479722,Iris-virginica
+90,5.447437234944661,2.534336859689703,3.67539179555193,1.0933362707150327,Iris-versicolor
+91,4.912827437103639,2.402125030932307,3.456901408428407,1.01667151762358,Iris-versicolor
+92,5.232355373725393,3.3795888258698037,1.3964845174385496,0.20252189139992827,Iris-setosa
+93,5.5598477917815545,2.6848312104959833,4.488357991686231,1.2282279797658506,Iris-versicolor
+94,6.5835178235393315,2.7684437985806643,4.5211071616271985,1.333826894539223,Iris-versicolor
+95,6.068784794724893,2.6704787618629515,5.016656325168163,1.5739146952697827,Iris-versicolor
+96,6.3600714541364605,3.0,4.540452671038221,1.4451657223452785,Iris-versicolor
+97,5.975582136873925,2.2140776891905682,5.05912825137061,1.4918142909915546,Iris-virginica
+98,4.601341164489351,3.601604343975887,1.0000004081452998,0.1854249403147673,Iris-setosa
+99,5.2677448272356475,2.4863966357882816,3.457446879164298,1.1160376429715375,Iris-versicolor
+100,5.834331311264802,2.9172523660254694,4.438479506731075,1.3262748601239776,Iris-versicolor
+101,5.550766891643246,2.4826105347622685,3.935165274810692,1.0867123086906543,Iris-versicolor
+102,5.671035373734989,2.994864171498053,4.363215598609971,1.4749547427770433,Iris-versicolor
+103,6.639913888899412,3.0,4.457146535579541,1.4139652626434434,Iris-versicolor
+104,5.823021546955204,2.758138871464747,4.326435880792374,1.1070123475948828,Iris-versicolor
+105,6.261434884849849,3.4232542029634403,5.5992804675381205,2.400677966880489,Iris-virginica
+106,4.400000455275061,2.9266167229099476,1.3926475268511687,0.19332697449355396,Iris-setosa
+107,5.065225515774065,3.7952350186247443,1.4969050343632175,0.20349144849048634,Iris-setosa
+108,5.681244453296731,2.5163892690004284,3.8696566046896304,1.1432024863665982,Iris-versicolor
+109,5.407794918154481,3.412676137674683,1.4992567825557752,0.4115959219406283,Iris-setosa
+110,5.373222199846177,3.6890256603651395,1.4946557001397804,0.31180167517725216,Iris-setosa
+111,7.706117022243533,2.604930508808947,6.9,2.3016192667469566,Iris-virginica
+112,6.019668915339195,2.878320846462652,4.672111310537551,1.512125710309346,Iris-versicolor
+113,5.487423679916214,2.592322070632536,4.40650826397308,1.2267601183457328,Iris-versicolor
+114,4.532645161043796,2.513455365540946,1.3244836322426818,0.36773164086545174,Iris-setosa
+115,4.4,2.8260604449781788,1.4005005588627233,0.1992029736817889,Iris-setosa
+116,5.221991125887211,3.3956309677945034,1.3980702747614893,0.20365513033496024,Iris-setosa
+117,6.6681126640366415,2.509823225425028,5.747325889346611,1.756196758308141,Iris-virginica
+118,6.103346671336061,2.6312386337312095,5.591042973561355,1.4234899427083119,Iris-virginica
+119,5.2746632086552685,3.731876184653264,1.498345454583538,0.2007283214595804,Iris-setosa

iris/tab_ddpm/2_3/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor